{"id":9942,"date":"2026-08-31T00:39:27","date_gmt":"2026-08-30T15:39:27","guid":{"rendered":"https:\/\/japan-ai.geniee.co.jp\/media\/?p=9942"},"modified":"2026-08-31T00:39:31","modified_gmt":"2026-08-30T15:39:31","slug":"%e3%82%aa%e3%83%b3%e3%83%97%e3%83%ac%e3%83%9f%e3%82%b9llm%e3%81%a8%e3%81%af%ef%bc%9f%e5%b0%8e%e5%85%a5%e3%83%a1%e3%83%aa%e3%83%83%e3%83%88%e3%81%a8%e6%a7%8b%e7%af%89%e6%89%8b%e9%a0%86%e3%80%81","status":"publish","type":"post","link":"https:\/\/japan-ai.co.jp\/media\/9942\/","title":{"rendered":"\u30aa\u30f3\u30d7\u30ec\u30df\u30b9LLM\u3068\u306f\uff1f\u5c0e\u5165\u30e1\u30ea\u30c3\u30c8\u3068\u69cb\u7bc9\u624b\u9806\u3001\u304a\u3059\u3059\u3081\u30e2\u30c7\u30eb"},"content":{"rendered":"\n<p>\u30aa\u30f3\u30d7\u30ec\u30df\u30b9LLM\u3068\u306f\u3001\u81ea\u793e\u304c\u7ba1\u7406\u3059\u308b\u30b5\u30fc\u30d0\u30fc\u3084\u30c7\u30fc\u30bf\u30bb\u30f3\u30bf\u30fc\u5185\u306b\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\uff08LLM\uff09\u306e\u5b9f\u884c\u74b0\u5883\u3092\u69cb\u7bc9\u3057\u3001\u793e\u5185\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u5185\u3067\u904b\u7528\u3059\u308b\u5f62\u614b\u3092\u6307\u3057\u307e\u3059\u3002\u30af\u30e9\u30a6\u30c9API\u7d4c\u7531\u3067\u5916\u90e8\u306eLLM\u3092\u5229\u7528\u3059\u308b\u65b9\u5f0f\u3068\u306f\u7570\u306a\u308a\u3001\u30c7\u30fc\u30bf\u3092\u793e\u5916\u306b\u9001\u4fe1\u305b\u305a\u306bAI\u3092\u6d3b\u7528\u3067\u304d\u308b\u305f\u3081\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3084\u30b3\u30f3\u30d7\u30e9\u30a4\u30a2\u30f3\u30b9\u306e\u8981\u4ef6\u304c\u53b3\u3057\u3044\u4f01\u696d\u3092\u4e2d\u5fc3\u306b\u5c0e\u5165\u304c\u5e83\u304c\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3057\u304b\u3057\u3001\u30aa\u30f3\u30d7\u30ec\u30df\u30b9LLM\u3068\u306f\u305d\u3082\u305d\u3082\u3069\u306e\u3088\u3046\u306a\u4ed5\u7d44\u307f\u306a\u306e\u304b\u3001\u30af\u30e9\u30a6\u30c9LLM\u3068\u306f\u4f55\u304c\u9055\u3046\u306e\u304b\u3001\u5c0e\u5165\u306b\u306f\u3069\u308c\u307b\u3069\u306e\u30b3\u30b9\u30c8\u3084\u30b9\u30ad\u30eb\u304c\u5fc5\u8981\u306a\u306e\u304b\u3068\u3044\u3063\u305f\u7591\u554f\u3092\u6301\u3064\u65b9\u3082\u591a\u3044\u306e\u3067\u306f\u306a\u3044\u3067\u3057\u3087\u3046\u304b\u3002<\/p>\n\n\n\n<p>\u672c\u8a18\u4e8b\u3067\u306f\u3001<mark>\u30aa\u30f3\u30d7\u30ec\u30df\u30b9LLM\u306e\u5b9a\u7fa9\u3084\u30af\u30e9\u30a6\u30c9\u3068\u306e\u9055\u3044\u304b\u3089\u3001\u5c0e\u5165\u30e1\u30ea\u30c3\u30c8\u30fb\u8ab2\u984c\u3001\u6700\u65b0\u306e\u304a\u3059\u3059\u3081\u30e2\u30c7\u30eb\u3001\u5177\u4f53\u7684\u306a\u69cb\u7bc9\u624b\u9806<\/mark>\u307e\u3067\u3001JAPAN AI\u304c\u7db2\u7f85\u7684\u306b\u89e3\u8aac\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<div class=\"toc\">    <div id=\"toc_container\" class=\"toc_container toc-container sgb-toc--bullets js-smooth-scroll\" data-dialog-title=\"Table of Contents\">\n      <p class=\"toc_title\">\u76ee\u6b21 <\/p>\n      <ul class=\"toc_list\">  <li class=\"first\">    <a href=\"#i-0\">\u30aa\u30f3\u30d7\u30ec\u30df\u30b9LLM\u3068\u306f\uff1f<\/a>    <ul class=\"menu_level_1\">      <li class=\"first\">        <a href=\"#i-1\">\u30ed\u30fc\u30ab\u30ebLLM\u3068\u306e\u9055\u3044<\/a>      <\/li>      <li class=\"last\">        <a href=\"#i-2\">\u6ce8\u76ee\u3055\u308c\u308b\u80cc\u666f<\/a>      <\/li>    <\/ul>  <\/li>  <li>    <a href=\"#i-3\">\u30aa\u30f3\u30d7\u30ec\u30df\u30b9LLM\u3068\u30af\u30e9\u30a6\u30c9LLM\u306e\u9055\u3044<\/a>  <\/li>  <li>    <a href=\"#i-4\">\u30aa\u30f3\u30d7\u30ec\u30df\u30b9LLM\u3092\u5c0e\u5165\u3059\u308b\u30e1\u30ea\u30c3\u30c8<\/a>    <ul class=\"menu_level_1\">      <li class=\"first\">        <a href=\"#i-5\">\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30fb\u30b3\u30f3\u30d7\u30e9\u30a4\u30a2\u30f3\u30b9\u306e\u78ba\u4fdd<\/a>      <\/li>      <li>        <a href=\"#i-6\">\u81ea\u793e\u30c7\u30fc\u30bf\u3067\u81ea\u7531\u306b\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3067\u304d\u308b<\/a>      <\/li>      <li class=\"last\">        <a href=\"#i-7\">\u9577\u671f\u7684\u306a\u30e9\u30f3\u30cb\u30f3\u30b0\u30b3\u30b9\u30c8\u3092\u6291\u5236\u3067\u304d\u308b<\/a>      <\/li>    <\/ul>  <\/li>  <li>    <a href=\"#i-8\">\u30aa\u30f3\u30d7\u30ec\u30df\u30b9LLM\u5c0e\u5165\u306b\u304a\u3051\u308b\u8ab2\u984c\u3068\u5bfe\u7b56<\/a>    <ul class=\"menu_level_1\">      <li class=\"first\">        <a href=\"#i-9\">\u9ad8\u6027\u80fd\u306a\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u3078\u306e\u521d\u671f\u6295\u8cc7<\/a>      <\/li>      <li>        <a href=\"#i-10\">\u5c02\u9580\u77e5\u8b58\u3092\u6301\u3064\u4eba\u6750\u306e\u78ba\u4fdd<\/a>      <\/li>      <li class=\"last\">        <a href=\"#i-11\">\u904b\u7528\u30fb\u4fdd\u5b88\u306e\u7d99\u7d9a\u7684\u306a\u8ca0\u8377<\/a>      <\/li>    <\/ul>  <\/li>  <li>    <a href=\"#i-12\">\u30aa\u30f3\u30d7\u30ec\u30df\u30b9LLM\u304c\u5411\u3044\u3066\u3044\u308b\u4f01\u696d\u30fb\u696d\u52d9\u30d1\u30bf\u30fc\u30f3<\/a>    <ul class=\"menu_level_1\">      <li class=\"first\">        <a href=\"#i-13\">\u6a5f\u5bc6\u6027\u306e\u9ad8\u3044\u60c5\u5831\u3092\u6271\u3046\u4f01\u696d<\/a>      <\/li>      <li>        <a href=\"#i-14\">\u9589\u57df\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3067\u696d\u52d9\u304c\u5b8c\u7d50\u3057\u3066\u3044\u308b\u4f01\u696d<\/a>      <\/li>      <li class=\"last\">        <a href=\"#i-15\">\u5229\u7528\u91cf\u304c\u591a\u304f\u30b3\u30b9\u30c8\u3092\u4e88\u6e2c\u3057\u305f\u3044\u4f01\u696d<\/a>      <\/li>    <\/ul>  <\/li>  <li>    <a href=\"#i-16\">\u30aa\u30f3\u30d7\u30ec\u30df\u30b9\u3067\u4f7f\u3048\u308b\u304a\u3059\u3059\u3081LLM<\/a>    <ul class=\"menu_level_1\">      <li class=\"first\">        <a href=\"#i-17\">\u6d77\u5916\u88fd\u306e\u9ad8\u6a5f\u80fd\u516c\u958bLLM<\/a>      <\/li>      <li>        <a href=\"#i-18\">\u65e5\u672c\u8a9e\u306b\u5f37\u3044LLM<\/a>      <\/li>      <li class=\"last\">        <a href=\"#i-19\">\u30e2\u30c7\u30eb\u9078\u5b9a\u6642\u306e\u5224\u65ad\u57fa\u6e96<\/a>      <\/li>    <\/ul>  <\/li>  <li>    <a href=\"#i-20\">\u30aa\u30f3\u30d7\u30ec\u30df\u30b9LLM\u5c0e\u5165\u306b\u5fc5\u8981\u306a\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u30fb\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u8981\u4ef6<\/a>    <ul class=\"menu_level_1\">      <li class=\"first\">        <a href=\"#i-21\">\u5fc5\u8981\u306a\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u30b9\u30da\u30c3\u30af\uff08GPU\u30fb\u30e1\u30e2\u30ea\uff09\u306e\u9078\u5b9a<\/a>      <\/li>      <li class=\"last\">        <a href=\"#i-22\">\u5c0e\u5165\u76ee\u7684\u3068\u5177\u4f53\u7684\u306a\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9\u306e\u660e\u78ba\u5316<\/a>      <\/li>    <\/ul>  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href=\"#i-29\">\u30c7\u30fc\u30bf\u30ac\u30d0\u30ca\u30f3\u30b9\u3068\u6a29\u9650\u5236\u5fa1<\/a>      <\/li>      <li>        <a href=\"#i-30\">\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u5bfe\u7b56\u30fb\u30b3\u30f3\u30d7\u30e9\u30a4\u30a2\u30f3\u30b9\u8981\u4ef6\u306e\u78ba\u8a8d<\/a>      <\/li>      <li class=\"last\">        <a href=\"#i-31\">\u904b\u7528\u30fb\u30e1\u30f3\u30c6\u30ca\u30f3\u30b9\u3068\u4eba\u6750\u306e\u78ba\u4fdd<\/a>      <\/li>    <\/ul>  <\/li>  <li>    <a href=\"#i-32\">\u30af\u30e9\u30a6\u30c9\u3068\u30aa\u30f3\u30d7\u30ec\u30df\u30b9\u306e\u30cf\u30a4\u30d6\u30ea\u30c3\u30c9\u6d3b\u7528<\/a>  <\/li>  <li>    <a href=\"#i-33\">\u30aa\u30f3\u30d7\u30ec\u30df\u30b9LLM\u306b\u95a2\u3057\u3066\u3088\u304f\u3042\u308b\u8cea\u554f<\/a>    <ul class=\"menu_level_1\">      <li class=\"first\">        <a href=\"#i-34\">\u30aa\u30f3\u30d7\u30ec\u30df\u30b9LLM\u306e\u5c0e\u5165\u306b\u304b\u304b\u308b\u8cbb\u7528\u3068\u671f\u9593\u306e\u76ee\u5b89\u306f\uff1f<\/a>      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id=\"i-0\">\u30aa\u30f3\u30d7\u30ec\u30df\u30b9LLM\u3068\u306f\uff1f<\/h2>\n\n\n\n<p>\u30aa\u30f3\u30d7\u30ec\u30df\u30b9LLM\u3068\u306f\u3001<mark>\u81ea\u793e\u306e\u30b5\u30fc\u30d0\u30fc\u3084\u30c7\u30fc\u30bf\u30bb\u30f3\u30bf\u30fc\u5185\u306bLLM\u306e\u63a8\u8ad6\u74b0\u5883\u3092\u69cb\u7bc9\u3057\u3001\u793e\u5185\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u5185\u3067\u5b8c\u7d50\u3057\u3066\u904b\u7528\u3059\u308b\u5f62\u614b<\/mark>\u3067\u3059\u3002\u30af\u30e9\u30a6\u30c9API\u578b\u306e\u751f\u6210AI\u30b5\u30fc\u30d3\u30b9\u3068\u306f\u7570\u306a\u308a\u3001\u30e2\u30c7\u30eb\u306e\u5b9f\u884c\u304b\u3089\u30c7\u30fc\u30bf\u306e\u51e6\u7406\u307e\u3067\u3092\u81ea\u793e\u30a4\u30f3\u30d5\u30e9\u4e0a\u3067\u884c\u3046\u305f\u3081\u3001\u6a5f\u5bc6\u60c5\u5831\u3092\u5916\u90e8\u306b\u9001\u4fe1\u3057\u306a\u3044\u69cb\u6210\u3092\u53d6\u308a\u3084\u3059\u3044\u306e\u304c\u7279\u5fb4\u3067\u3059\u3002<\/p>\n\n\n\n<p>2026\u5e74\u73fe\u5728\u3001Qwen3.6\u3084gpt-oss\u3001Gemma 4\u3068\u3044\u3063\u305f\u516c\u958bLLM\u306e\u6027\u80fd\u304c\u98db\u8e8d\u7684\u306b\u5411\u4e0a\u3057\u3066\u304a\u308a\u3001\u5546\u7528\u30af\u30e9\u30a6\u30c9LLM\u306b\u5339\u6575\u3059\u308b\u7cbe\u5ea6\u3092\u81ea\u793e\u74b0\u5883\u3067\u5b9f\u73fe\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002\u3053\u3046\u3057\u305f\u80cc\u666f\u304b\u3089\u3001\u91d1\u878d\u30fb\u533b\u7642\u30fb\u88fd\u9020\u30fb\u516c\u5171\u3068\u3044\u3063\u305f\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u8981\u4ef6\u306e\u53b3\u3057\u3044\u696d\u754c\u3092\u4e2d\u5fc3\u306b\u3001\u30aa\u30f3\u30d7\u30ec\u30df\u30b9LLM\u306e\u5c0e\u5165\u3092\u691c\u8a0e\u3059\u308b\u4f01\u696d\u304c\u5897\u52a0\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\t\t<div class=\"c_linkto_long\">\n\t\t\t<a class=\"c_linkto longc_linkto\" href=\"https:\/\/japan-ai.co.jp\/media\/5111\/\">\n\t\t\t<span class=\"longc_img\"><img loading=\"lazy\" decoding=\"async\" width=\"520\" height=\"290\" src=\"https:\/\/japan-ai.co.jp\/media\/wp-content\/uploads\/2026\/03\/a5111-0.png\" class=\"attachment-thumb-520 size-thumb-520 wp-post-image\" alt=\"LLM\u3068\u306f\uff1f\"><\/span>\n\t\t\t<div class=\"longc_content c_linkto_text\">\n\t\t\t\t<time class=\"updated sng-link-time dfont\" itemprop=\"dateModified\" datetime=\"2026-05-30\">2026\u5e745\u670830\u65e5<\/time>\t\t\t\t<span class=\"longc_title\">LLM\uff08\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\uff09\u3068\u306f\uff1f\u751f\u6210AI\u3084ChatGPT\u3068\u306e\u9055\u3044\u3001\u4ed5\u7d44\u307f\u30fb\u6d3b\u7528\u4f8b\u307e\u3067<\/span>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t<\/a>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\n\n\n<h3 class=\"wp-block-heading\" id=\"i-1\">\u30ed\u30fc\u30ab\u30ebLLM\u3068\u306e\u9055\u3044<\/h3>\n\n\n\n<p>\u30aa\u30f3\u30d7\u30ec\u30df\u30b9LLM\u3068\u30ed\u30fc\u30ab\u30ebLLM\u306f\u3001\u3044\u305a\u308c\u3082\u5916\u90e8\u30af\u30e9\u30a6\u30c9\u3092\u4ecb\u3055\u305a\u306bLLM\u3092\u52d5\u4f5c\u3055\u305b\u308b\u70b9\u3067\u5171\u901a\u3057\u3066\u3044\u307e\u3059\u304c\u3001<mark>\u904b\u7528\u898f\u6a21\u3068\u7ba1\u7406\u4f53\u5236\u306b\u660e\u78ba\u306a\u9055\u3044<\/mark>\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u30ed\u30fc\u30ab\u30ebLLM\u306f\u3001\u500b\u4eba\u306ePC\u3084\u30ef\u30fc\u30af\u30b9\u30c6\u30fc\u30b7\u30e7\u30f3\u4e0a\u3067\u30e2\u30c7\u30eb\u3092\u5b9f\u884c\u3059\u308b\u5f62\u614b\u3092\u6307\u3057\u307e\u3059\u3002\u958b\u767a\u8005\u304c\u624b\u5143\u306e\u7aef\u672b\u3067\u30d7\u30ed\u30c8\u30bf\u30a4\u30d7\u3092\u691c\u8a3c\u3057\u305f\u308a\u3001\u500b\u4eba\u5229\u7528\u306e\u7bc4\u56f2\u3067AI\u3092\u6d3b\u7528\u3057\u305f\u308a\u3059\u308b\u30b1\u30fc\u30b9\u304c\u5178\u578b\u3067\u3059\u3002\u4e00\u65b9\u3067\u3001\u30aa\u30f3\u30d7\u30ec\u30df\u30b9LLM\u306f\u4f01\u696d\u306e\u30b5\u30fc\u30d0\u30fc\u30eb\u30fc\u30e0\u3084\u30c7\u30fc\u30bf\u30bb\u30f3\u30bf\u30fc\u306b\u5c02\u7528\u306eGPU\u30b5\u30fc\u30d0\u30fc\u3092\u8a2d\u7f6e\u3057\u3001\u8907\u6570\u306e\u30e6\u30fc\u30b6\u30fc\u304c\u540c\u6642\u306b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u308b\u63a8\u8ad6\u57fa\u76e4\u3068\u3057\u3066\u904b\u7528\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u4e21\u8005\u306e\u9055\u3044\u3092\u6574\u7406\u3059\u308b\u3068\u3001\u4ee5\u4e0b\u306e\u3068\u304a\u308a\u3067\u3059\u3002<\/p>\n\n\n<div id=\"id-e8dfe6bb-3462-4ca9-9373-addcfd34e6a2\">\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><th>\u6bd4\u8f03\u9805\u76ee<\/th><th>\u30ed\u30fc\u30ab\u30ebLLM<\/th><th>\u30aa\u30f3\u30d7\u30ec\u30df\u30b9LLM<\/th><\/tr><tr><td>\u5229\u7528\u898f\u6a21<\/td><td>\u500b\u4eba\u30fb\u5c11\u4eba\u6570<\/td><td>\u90e8\u9580\u30fb\u5168\u793e\u898f\u6a21<\/td><\/tr><tr><td>\u5b9f\u884c\u74b0\u5883<\/td><td>\u500b\u4ebaPC\u30fb\u30ef\u30fc\u30af\u30b9\u30c6\u30fc\u30b7\u30e7\u30f3<\/td><td>\u4f01\u696d\u30b5\u30fc\u30d0\u30fc\u30fb\u30c7\u30fc\u30bf\u30bb\u30f3\u30bf\u30fc<\/td><\/tr><tr><td>\u7ba1\u7406\u4f53\u5236<\/td><td>\u500b\u4eba\u7ba1\u7406<\/td><td>\u60c5\u5831\u30b7\u30b9\u30c6\u30e0\u90e8\u9580\u304c\u4e00\u5143\u7ba1\u7406<\/td><\/tr><tr><td>\u4e3b\u306a\u7528\u9014<\/td><td>\u691c\u8a3c\u30fb\u30d7\u30ed\u30c8\u30bf\u30a4\u30d4\u30f3\u30b0<\/td><td>\u696d\u52d9\u30b7\u30b9\u30c6\u30e0\u3078\u306e\u7d44\u307f\u8fbc\u307f\u30fb\u672c\u756a\u904b\u7528<\/td><\/tr><tr><td>\u53ef\u7528\u6027\u30fb\u5197\u9577\u6027<\/td><td>\u9650\u5b9a\u7684<\/td><td>\u9ad8\u53ef\u7528\u6027\u8a2d\u8a08\u304c\u53ef\u80fd<\/td><\/tr><\/tbody><\/table><\/figure>\n<\/div>\n\n\n<p>\u4f01\u696d\u304cLLM\u3092\u672c\u683c\u7684\u306b\u696d\u52d9\u3078\u7d44\u307f\u8fbc\u3080\u5834\u5408\u306f\u3001\u30a2\u30af\u30bb\u30b9\u5236\u5fa1\u3084\u30ed\u30b0\u7ba1\u7406\u3001\u53ef\u7528\u6027\u8a2d\u8a08\u3092\u5099\u3048\u305f\u30aa\u30f3\u30d7\u30ec\u30df\u30b9LLM\u306e\u69cb\u6210\u304c\u9069\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-2\">\u6ce8\u76ee\u3055\u308c\u308b\u80cc\u666f<\/h3>\n\n\n\n<p>\u30aa\u30f3\u30d7\u30ec\u30df\u30b9LLM\u304c\u6ce8\u76ee\u3055\u308c\u308b\u80cc\u666f\u306b\u306f\u3001<mark>\u30af\u30e9\u30a6\u30c9LLM\u5229\u7528\u6642\u306e\u60c5\u5831\u6f0f\u6d29\u30ea\u30b9\u30af\u3078\u306e\u61f8\u5ff5\u3068\u3001\u516c\u958b\u30e2\u30c7\u30eb\u306e\u6025\u901f\u306a\u6027\u80fd\u5411\u4e0a<\/mark>\u3068\u3044\u30462\u3064\u306e\u8981\u56e0\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u30af\u30e9\u30a6\u30c9\u578b\u306e\u751f\u6210AI\u30b5\u30fc\u30d3\u30b9\u3067\u306f\u3001\u5165\u529b\u30c7\u30fc\u30bf\u304c\u30a4\u30f3\u30bf\u30fc\u30cd\u30c3\u30c8\u3092\u7d4c\u7531\u3057\u3066\u5916\u90e8\u30b5\u30fc\u30d0\u30fc\u3078\u9001\u4fe1\u3055\u308c\u307e\u3059\u30022026\u5e743\u6708\u306b\u7dcf\u52d9\u7701\u3068\u7d4c\u6e08\u7523\u696d\u7701\u304c\u516c\u8868\u3057\u305f\u300cAI\u4e8b\u696d\u8005\u30ac\u30a4\u30c9\u30e9\u30a4\u30f3\uff08\u7b2c1.2\u7248\uff09\u300d\u3067\u3082\u3001AI\u306e\u5229\u7528\u306b\u3042\u305f\u3063\u3066\u30c7\u30fc\u30bf\u306e\u9069\u5207\u306a\u7ba1\u7406\u3084\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u78ba\u4fdd\u304c\u6c42\u3081\u3089\u308c\u3066\u304a\u308a\u3001\u4f01\u696d\u306e\u30b3\u30f3\u30d7\u30e9\u30a4\u30a2\u30f3\u30b9\u610f\u8b58\u306f\u4e00\u6bb5\u3068\u9ad8\u307e\u3063\u3066\u3044\u307e\u3059\u3002\u7279\u306b\u91d1\u878d\u6a5f\u95a2\u306e\u9867\u5ba2\u60c5\u5831\u3084\u533b\u7642\u6a5f\u95a2\u306e\u81e8\u5e8a\u30c7\u30fc\u30bf\u306a\u3069\u3001\u53b3\u683c\u306a\u7ba1\u7406\u304c\u6c42\u3081\u3089\u308c\u308b\u30c7\u30fc\u30bf\u3092\u6271\u3046\u696d\u754c\u3067\u306f\u3001\u30c7\u30fc\u30bf\u306e\u53d6\u308a\u6271\u3044\u3092\u81ea\u793e\u3067\u7d71\u5236\u3057\u3084\u3059\u3044\u30aa\u30f3\u30d7\u30ec\u30df\u30b9\u74b0\u5883\u3078\u306e\u95a2\u5fc3\u304c\u9ad8\u307e\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3082\u3046\u4e00\u3064\u306e\u8981\u56e0\u304c\u3001\u516c\u958bLLM\u306e\u6027\u80fd\u5411\u4e0a\u3067\u3059\u3002Qwen3.6\u3084DeepSeek V4\u3068\u3044\u3063\u305f\u30e2\u30c7\u30eb\u306f\u3001\u4e00\u90e8\u306e\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u3067\u5546\u7528\u30af\u30e9\u30a6\u30c9LLM\u306b\u5339\u6575\u3059\u308b\u30b9\u30b3\u30a2\u3092\u8a18\u9332\u3057\u3066\u3044\u307e\u3059\u3002\u3055\u3089\u306b\u3001\u5404\u56fd\u304c\u81ea\u56fd\u306e\u30c7\u30fc\u30bf\u4e3b\u6a29\u3092\u91cd\u8996\u3059\u308b\u300cAI\u30bd\u30d6\u30ea\u30cb\u30c6\u30a3\uff08AI\u4e3b\u6a29\uff09\u300d\u306e\u6f6e\u6d41\u3082\u8ffd\u3044\u98a8\u3067\u3059\u3002\u81ea\u793e\u306e\u7ba1\u7406\u4e0b\u3067AI\u30e2\u30c7\u30eb\u3092\u904b\u7528\u3057\u3001\u30c7\u30fc\u30bf\u306e\u6240\u5728\u3068\u51e6\u7406\u3092\u5b8c\u5168\u306b\u30b3\u30f3\u30c8\u30ed\u30fc\u30eb\u3067\u304d\u308b\u30aa\u30f3\u30d7\u30ec\u30df\u30b9LLM\u306f\u3001\u3053\u306e\u8981\u8acb\u306b\u5408\u81f4\u3059\u308b\u9078\u629e\u80a2\u3068\u3057\u3066\u8a55\u4fa1\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u51fa\u5178:<a href=\"https:\/\/www.soumu.go.jp\/main_sosiki\/kenkyu\/ai_network\/02ryutsu20_04000019.html\" rel=\"nofollow\">\u7dcf\u52d9\u7701\u300cAI\u4e8b\u696d\u8005\u30ac\u30a4\u30c9\u30e9\u30a4\u30f3\u300d<\/a><\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"i-3\">\u30aa\u30f3\u30d7\u30ec\u30df\u30b9LLM\u3068\u30af\u30e9\u30a6\u30c9LLM\u306e\u9055\u3044<\/h2>\n\n\n\n<p>\u30aa\u30f3\u30d7\u30ec\u30df\u30b9LLM\u3068\u30af\u30e9\u30a6\u30c9LLM\u306f\u3001<mark>\u30c7\u30fc\u30bf\u306e\u6240\u5728\u3068\u30b3\u30b9\u30c8\u69cb\u9020\u3001\u904b\u7528\u8ca0\u8377<\/mark>\u306e3\u70b9\u3067\u5927\u304d\u304f\u7570\u306a\u308a\u307e\u3059\u3002\u81ea\u793e\u306e\u8981\u4ef6\u306b\u5408\u3063\u305f\u65b9\u5f0f\u3092\u9078\u5b9a\u3059\u308b\u305f\u3081\u306b\u3001\u4e3b\u8981\u306a\u6bd4\u8f03\u8ef8\u3092\u6574\u7406\u3057\u307e\u3057\u3087\u3046\u3002<\/p>\n\n\n<div id=\"id-a24a0bf7-1ab8-487b-9587-955be166a2bb\">\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><th>\u6bd4\u8f03\u8ef8<\/th><th>\u30aa\u30f3\u30d7\u30ec\u30df\u30b9LLM<\/th><th>\u30af\u30e9\u30a6\u30c9LLM\uff08API\u578b\uff09<\/th><\/tr><tr><td>\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3<\/td><td>\u30c7\u30fc\u30bf\u304c\u793e\u5185\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u5185\u3067\u5b8c\u7d50\u3002\u5916\u90e8\u9001\u4fe1\u306a\u3057<\/td><td>\u30c7\u30fc\u30bf\u304c\u30a4\u30f3\u30bf\u30fc\u30cd\u30c3\u30c8\u7d4c\u7531\u3067\u5916\u90e8\u30b5\u30fc\u30d0\u30fc\u3078\u9001\u4fe1\u3055\u308c\u308b<\/td><\/tr><tr><td>\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u6027<\/td><td><a href=\"https:\/\/japan-ai.co.jp\/media\/5219\/\">\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0<\/a>\u3084<a href=\"https:\/\/japan-ai.co.jp\/media\/5329\/\">RAG<\/a>\u69cb\u7bc9\u304c\u81ea\u7531<\/td><td>API\u4ed5\u69d8\u306e\u7bc4\u56f2\u5185\u3067\u306e\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u306b\u9650\u5b9a<\/td><\/tr><tr><td>\u30b3\u30b9\u30c8\u69cb\u9020<\/td><td>\u521d\u671f\u6295\u8cc7\uff08GPU\u30fb\u30b5\u30fc\u30d0\u30fc\uff09\uff0b\u56fa\u5b9a\u904b\u7528\u8cbb<\/td><td>\u5f93\u91cf\u8ab2\u91d1\uff08<a href=\"https:\/\/japan-ai.co.jp\/media\/5210\/\">\u30c8\u30fc\u30af\u30f3<\/a>\u5358\u4f4d\uff09<\/td><\/tr><tr><td>\u5fdc\u7b54\u901f\u5ea6<\/td><td>\u81ea\u793e\u74b0\u5883\u306e\u6027\u80fd\u306b\u5fdc\u3058\u3066\u30ec\u30a4\u30c6\u30f3\u30b7\u3092\u5236\u5fa1\u3067\u304d\u308b<\/td><td>\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u9045\u5ef6\u3084API\u6df7\u96d1\u306e\u5f71\u97ff\u3092\u53d7\u3051\u308b<\/td><\/tr><tr><td>\u30b9\u30b1\u30fc\u30e9\u30d3\u30ea\u30c6\u30a3<\/td><td>\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u5897\u8a2d\u304c\u5fc5\u8981<\/td><td>API\u306e\u547c\u3073\u51fa\u3057\u91cf\u3092\u67d4\u8edf\u306b\u5897\u6e1b\u53ef\u80fd<\/td><\/tr><tr><td>\u904b\u7528\u8ca0\u8377<\/td><td>\u81ea\u793e\u3067\u30a4\u30f3\u30d5\u30e9\u7ba1\u7406\u30fb\u30e2\u30c7\u30eb\u66f4\u65b0\u304c\u5fc5\u8981<\/td><td>\u30d7\u30ed\u30d0\u30a4\u30c0\u30fc\u304c\u7ba1\u7406\u30fb\u66f4\u65b0\u3092\u62c5\u5f53<\/td><\/tr><tr><td>\u30e2\u30c7\u30eb\u9078\u629e\u306e\u81ea\u7531\u5ea6<\/td><td>\u4efb\u610f\u306e\u516c\u958b\u30e2\u30c7\u30eb\u3092\u9078\u5b9a\u30fb\u5207\u308a\u66ff\u3048\u53ef\u80fd<\/td><td>\u30d7\u30ed\u30d0\u30a4\u30c0\u30fc\u304c\u63d0\u4f9b\u3059\u308b\u30e2\u30c7\u30eb\u306b\u9650\u5b9a<\/td><\/tr><tr><td>\u5916\u90e8\u4f9d\u5b58\u30ea\u30b9\u30af<\/td><td>\u5916\u90e8API\u306e\u4ed5\u69d8\u5909\u66f4\u30fb\u63d0\u4f9b\u7d42\u4e86\u306e\u5f71\u97ff\u306f\u53d7\u3051\u306a\u3044\u304c\u3001OSS\u306e\u30e9\u30a4\u30bb\u30f3\u30b9\u5909\u66f4\u3084\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2EOL\u3078\u306e\u5bfe\u5fdc\u306f\u5fc5\u8981<\/td><td>\u30d7\u30ed\u30d0\u30a4\u30c0\u30fc\u306e\u4fa1\u683c\u6539\u5b9a\u30fb\u30b5\u30fc\u30d3\u30b9\u7d42\u4e86\u30ea\u30b9\u30af\u3042\u308a<\/td><\/tr><\/tbody><\/table><\/figure>\n<\/div>\n\n\n<p>\u5229\u7528\u91cf\u304c\u5c11\u306a\u304f\u3001\u8fc5\u901f\u306b\u5c0e\u5165\u3057\u305f\u3044\u5834\u5408\u306f\u30af\u30e9\u30a6\u30c9LLM\u304c\u9069\u3057\u3066\u3044\u307e\u3059\u3002\u4e00\u65b9\u3067\u3001\u6a5f\u5bc6\u30c7\u30fc\u30bf\u3092\u6271\u3046\u696d\u52d9\u3084\u5927\u91cf\u306e\u30ea\u30af\u30a8\u30b9\u30c8\u3092\u51e6\u7406\u3059\u308b\u5834\u5408\u306f\u3001\u30aa\u30f3\u30d7\u30ec\u30df\u30b9LLM\u306e\u307b\u3046\u304c\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3068\u30b3\u30b9\u30c8\u306e\u4e21\u9762\u3067\u6709\u5229\u3067\u3059\u3002\u591a\u304f\u306e\u4f01\u696d\u3067\u306f\u3001\u7528\u9014\u306b\u5fdc\u3058\u3066\u4e21\u8005\u3092\u4f7f\u3044\u5206\u3051\u308b\u30cf\u30a4\u30d6\u30ea\u30c3\u30c9\u69cb\u6210\u3082\u6709\u529b\u306a\u9078\u629e\u80a2\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u3010\u95a2\u9023\u8a18\u4e8b\u3011<br><a href=\"https:\/\/japan-ai.co.jp\/media\/5594\/\">\u4e3b\u8981LLM\u3092\u6bd4\u8f03\uff01GPT\u30fbClaude\u30fbGemini\u306e\u9055\u3044\u3092\u5fb9\u5e95\u89e3\u8aac\u30102026\u5e74\u6700\u65b0\u3011<\/a><\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"i-4\">\u30aa\u30f3\u30d7\u30ec\u30df\u30b9LLM\u3092\u5c0e\u5165\u3059\u308b\u30e1\u30ea\u30c3\u30c8<\/h2>\n\n\n\n<p>\u30aa\u30f3\u30d7\u30ec\u30df\u30b9LLM\u306e\u5c0e\u5165\u306b\u306f\u3001\u30af\u30e9\u30a6\u30c9LLM\u3067\u306f\u5f97\u3089\u308c\u306a\u3044\u56fa\u6709\u306e\u30e1\u30ea\u30c3\u30c8\u304c\u3042\u308a\u307e\u3059\u3002\u30aa\u30f3\u30d7\u30ec\u30df\u30b9LLM\u5c0e\u5165\u306e\u3068\u304f\u306b\u91cd\u8981\u306a3\u3064\u306e\u30e1\u30ea\u30c3\u30c8\u3092\u89e3\u8aac\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30fb\u30b3\u30f3\u30d7\u30e9\u30a4\u30a2\u30f3\u30b9\u306e\u78ba\u4fdd<\/li>\n\n\n\n<li>\u81ea\u793e\u30c7\u30fc\u30bf\u3067\u81ea\u7531\u306b\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3067\u304d\u308b<\/li>\n\n\n\n<li>\u9577\u671f\u7684\u306a\u30e9\u30f3\u30cb\u30f3\u30b0\u30b3\u30b9\u30c8\u3092\u6291\u5236\u3067\u304d\u308b<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-5\">\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30fb\u30b3\u30f3\u30d7\u30e9\u30a4\u30a2\u30f3\u30b9\u306e\u78ba\u4fdd<\/h3>\n\n\n\n<p>\u30aa\u30f3\u30d7\u30ec\u30df\u30b9LLM\u306e\u5927\u304d\u306a\u30e1\u30ea\u30c3\u30c8\u306f\u3001<mark>\u30c7\u30fc\u30bf\u3092\u793e\u5916\u306b\u9001\u4fe1\u3057\u306a\u3044\u69cb\u6210\u3092\u53d6\u308a\u3084\u3059\u304f\u3001\u5916\u90e8\u9001\u4fe1\u306b\u8d77\u56e0\u3059\u308b\u60c5\u5831\u6f0f\u6d29\u30ea\u30b9\u30af\u3092\u6291\u3048\u3084\u3059\u3044<\/mark>\u70b9\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u30af\u30e9\u30a6\u30c9LLM\u3092\u5229\u7528\u3059\u308b\u5834\u5408\u3001\u30d7\u30ed\u30f3\u30d7\u30c8\u306b\u542b\u307e\u308c\u308b\u30c7\u30fc\u30bf\u306f\u30a4\u30f3\u30bf\u30fc\u30cd\u30c3\u30c8\u3092\u7d4c\u7531\u3057\u3066\u5916\u90e8\u306e\u30b5\u30fc\u30d0\u30fc\u3078\u9001\u4fe1\u3055\u308c\u307e\u3059\u3002\u591a\u304f\u306e\u30d7\u30ed\u30d0\u30a4\u30c0\u30fc\u306f\u300c\u5165\u529b\u30c7\u30fc\u30bf\u3092\u5b66\u7fd2\u306b\u4f7f\u7528\u3057\u306a\u3044\u300d\u3068\u660e\u793a\u3057\u3066\u3044\u307e\u3059\u304c\u3001\u30d7\u30ed\u30d0\u30a4\u30c0\u30fc\u5074\u306e\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30a4\u30f3\u30b7\u30c7\u30f3\u30c8\u3084\u8a2d\u5b9a\u4e0d\u5099\u306b\u3088\u308b\u6f0f\u6d29\u30ea\u30b9\u30af\u3092\u5b8c\u5168\u306b\u6392\u9664\u3059\u308b\u3053\u3068\u306f\u56f0\u96e3\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u30aa\u30f3\u30d7\u30ec\u30df\u30b9LLM\u3067\u3042\u308c\u3070\u3001\u30e2\u30c7\u30eb\u306e\u63a8\u8ad6\u51e6\u7406\u304c\u3059\u3079\u3066\u81ea\u793e\u306e\u30d5\u30a1\u30a4\u30a2\u30a6\u30a9\u30fc\u30eb\u5185\u3067\u5b8c\u7d50\u3059\u308b\u305f\u3081\u3001\u3053\u3046\u3057\u305f\u30ea\u30b9\u30af\u3092\u69cb\u9020\u7684\u306b\u6291\u3048\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002\u305f\u3060\u3057\u3001\u5185\u90e8\u6a29\u9650\u306e\u8a2d\u8a08\u4e0d\u5099\u3084\u30e2\u30c7\u30eb\u30d5\u30a1\u30a4\u30eb\u306e\u6301\u3061\u51fa\u3057\u3068\u3044\u3063\u305f\u30ea\u30b9\u30af\u306f\u6b8b\u308b\u305f\u3081\u3001\u30aa\u30f3\u30d7\u30ec\u30df\u30b9\u74b0\u5883\u3067\u3082\u30a2\u30af\u30bb\u30b9\u5236\u5fa1\u3068\u76e3\u67fb\u306e\u8a2d\u8a08\u306f\u4e0d\u53ef\u6b20\u3067\u3059\u3002<\/p>\n\n\n\n<p>2026\u5e747\u6708\u306b\u6210\u7acb\u3057\u305f\u6539\u6b63\u500b\u4eba\u60c5\u5831\u4fdd\u8b77\u6cd5\u3067\u306f\u3001AI\u958b\u767a\u30fb\u7d71\u8a08\u4f5c\u6210\u306b\u95a2\u3059\u308b\u7279\u4f8b\u3084\u8ab2\u5fb4\u91d1\u5236\u5ea6\u304c\u65b0\u8a2d\u3055\u308c\u3066\u304a\u308a\u3001\u793e\u5185\u30c7\u30fc\u30bf\u306eAI\u5229\u7528\u306b\u969b\u3057\u3066\u306f\u6700\u65b0\u306e\u6cd5\u6539\u6b63\u3092\u8e0f\u307e\u3048\u305f\u6574\u7406\u304c\u5fc5\u8981\u3067\u3059\u3002\u91d1\u878d\u5e81\u304c2026\u5e743\u6708\u306b\u516c\u8868\u3057\u305f\u300cAI\u30c7\u30a3\u30b9\u30ab\u30c3\u30b7\u30e7\u30f3\u30da\u30fc\u30d1\u30fc\uff08\u7b2c1.1\u7248\uff09\u300d\u3084\u300c\u91d1\u878d\u5206\u91ce\u306b\u304a\u3051\u308b\u30b5\u30a4\u30d0\u30fc\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u306b\u95a2\u3059\u308b\u30ac\u30a4\u30c9\u30e9\u30a4\u30f3\u300d\u3001\u539a\u751f\u52b4\u50cd\u7701\u306e\u300c\u533b\u7642\u60c5\u5831\u30b7\u30b9\u30c6\u30e0\u306e\u5b89\u5168\u7ba1\u7406\u306b\u95a2\u3059\u308b\u30ac\u30a4\u30c9\u30e9\u30a4\u30f3 \u7b2c7.0\u7248\u300d\uff08\u4ee4\u548c8\u5e746\u6708\u516c\u8868\uff09\u306a\u3069\u3001\u696d\u754c\u56fa\u6709\u306e\u898f\u5236\u3078\u306e\u5bfe\u5fdc\u3082\u5bb9\u6613\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u30c7\u30fc\u30bf\u306e\u4fdd\u7ba1\u5834\u6240\u3068\u51e6\u7406\u5834\u6240\u3092\u81ea\u793e\u5185\u306b\u9650\u5b9a\u3067\u304d\u308b\u305f\u3081\u3001\u76e3\u67fb\u5bfe\u5fdc\u6642\u306b\u30c7\u30fc\u30bf\u30d5\u30ed\u30fc\u3092\u660e\u78ba\u306b\u8aac\u660e\u3067\u304d\u3001\u30b3\u30f3\u30d7\u30e9\u30a4\u30a2\u30f3\u30b9\u4f53\u5236\u306e\u69cb\u7bc9\u304c\u30b9\u30e0\u30fc\u30ba\u306b\u9032\u307f\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u51fa\u5178:<a href=\"https:\/\/www.ppc.go.jp\/personalinfo\/3nengotominaoshi\/\" rel=\"nofollow\">\u500b\u4eba\u60c5\u5831\u4fdd\u8b77\u59d4\u54e1\u4f1a\u300c\u500b\u4eba\u60c5\u5831\u4fdd\u8b77\u6cd5 \u3044\u308f\u3086\u308b3\u5e74\u3054\u3068\u898b\u76f4\u3057\u300d<\/a><br>\u51fa\u5178:<a href=\"https:\/\/www.fsa.go.jp\/news\/r7\/sonota\/20260303\/aidp.html\" rel=\"nofollow\">\u91d1\u878d\u5e81\u300cAI\u30c7\u30a3\u30b9\u30ab\u30c3\u30b7\u30e7\u30f3\u30da\u30fc\u30d1\u30fc\uff08\u7b2c1.1\u7248\uff09\u300d<\/a><br>\u51fa\u5178:<a href=\"https:\/\/www.mhlw.go.jp\/stf\/shingi\/0000516275_00006.html\" rel=\"nofollow\">\u539a\u751f\u52b4\u50cd\u7701\u300c\u533b\u7642\u60c5\u5831\u30b7\u30b9\u30c6\u30e0\u306e\u5b89\u5168\u7ba1\u7406\u306b\u95a2\u3059\u308b\u30ac\u30a4\u30c9\u30e9\u30a4\u30f3 \u7b2c7.0\u7248\u300d<\/a><\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-6\">\u81ea\u793e\u30c7\u30fc\u30bf\u3067\u81ea\u7531\u306b\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3067\u304d\u308b<\/h3>\n\n\n\n<p>\u30aa\u30f3\u30d7\u30ec\u30df\u30b9LLM\u3067\u306f\u3001<mark>\u793e\u5185\u6587\u66f8\u3084\u696d\u52d9\u30c7\u30fc\u30bf\u3092\u6d3b\u7528\u3057\u305f\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u3092\u5b9f\u65bd\u3057\u3084\u3059\u304f\u3001RAG\u69cb\u6210\u3082\u81ea\u793e\u8981\u4ef6\u306b\u5408\u308f\u305b\u3066\u7d44\u307f\u3084\u3059\u3044<\/mark>\u306e\u304c\u5f37\u307f\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u30af\u30e9\u30a6\u30c9LLM\u306eAPI\u3067\u306f\u3001\u30e2\u30c7\u30eb\u81ea\u4f53\u306e\u8abf\u6574\u306f\u30d7\u30ed\u30d0\u30a4\u30c0\u30fc\u304c\u63d0\u4f9b\u3059\u308b\u7bc4\u56f2\u306b\u9650\u3089\u308c\u307e\u3059\u3002\u4e00\u65b9\u3001\u30aa\u30f3\u30d7\u30ec\u30df\u30b9\u74b0\u5883\u3067\u3042\u308c\u3070\u3001\u81ea\u793e\u306e\u696d\u52d9\u30de\u30cb\u30e5\u30a2\u30eb\u3084\u904e\u53bb\u306e\u554f\u3044\u5408\u308f\u305b\u5c65\u6b74\u3001\u6280\u8853\u6587\u66f8\u306a\u3069\u3092\u7528\u3044\u3066\u30e2\u30c7\u30eb\u3092\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u3057\u3001\u696d\u52d9\u7279\u5316\u578b\u306eLLM\u3092\u69cb\u7bc9\u3067\u304d\u307e\u3059\u3002\u3055\u3089\u306b\u3001<a href=\"https:\/\/japan-ai.co.jp\/media\/5329\/\">RAG\uff08\u691c\u7d22\u62e1\u5f35\u751f\u6210\uff09<\/a>\u3092\u7d44\u307f\u5408\u308f\u305b\u308b\u3053\u3068\u3067\u3001\u793e\u5185\u30ca\u30ec\u30c3\u30b8\u30d9\u30fc\u30b9\u3068\u9023\u643a\u3057\u305f\u9ad8\u7cbe\u5ea6\u306a\u56de\u7b54\u751f\u6210\u3082\u5b9f\u73fe\u53ef\u80fd\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u306a\u304a\u3001RAG\u306f\u30af\u30e9\u30a6\u30c9LLM\u3067\u3082\u69cb\u6210\u53ef\u80fd\u3067\u3059\u304c\u3001\u30aa\u30f3\u30d7\u30ec\u30df\u30b9\u74b0\u5883\u3067\u306f\u30c7\u30fc\u30bf\u306e\u4fdd\u7ba1\u5834\u6240\u3084\u691c\u7d22\u57fa\u76e4\u306e\u8a2d\u8a08\u3092\u5b8c\u5168\u306b\u30b3\u30f3\u30c8\u30ed\u30fc\u30eb\u3067\u304d\u308b\u305f\u3081\u3001\u6a5f\u5bc6\u30c7\u30fc\u30bf\u3092\u542b\u3080\u30ca\u30ec\u30c3\u30b8\u30d9\u30fc\u30b9\u3068\u306e\u9023\u643a\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u30e2\u30c7\u30eb\u306e\u30d1\u30e9\u30e1\u30fc\u30bf\u3084\u30d7\u30ed\u30f3\u30d7\u30c8\u8a2d\u8a08\u3092\u5b8c\u5168\u306b\u30b3\u30f3\u30c8\u30ed\u30fc\u30eb\u3067\u304d\u308b\u305f\u3081\u3001\u696d\u754c\u7528\u8a9e\u3084\u793e\u5185\u72ec\u81ea\u306e\u8868\u73fe\u306b\u3082\u6b63\u78ba\u306b\u5bfe\u5fdc\u3059\u308b\u3001\u81ea\u793e\u5c02\u7528\u306eAI\u30a2\u30b7\u30b9\u30bf\u30f3\u30c8\u3092\u69cb\u7bc9\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-7\">\u9577\u671f\u7684\u306a\u30e9\u30f3\u30cb\u30f3\u30b0\u30b3\u30b9\u30c8\u3092\u6291\u5236\u3067\u304d\u308b<\/h3>\n\n\n\n<p>\u30aa\u30f3\u30d7\u30ec\u30df\u30b9LLM\u306f\u3001<mark>\u5229\u7528\u91cf\u304c\u5897\u3048\u308b\u307b\u3069\u30af\u30e9\u30a6\u30c9LLM\u306b\u5bfe\u3059\u308b\u30b3\u30b9\u30c8\u512a\u4f4d\u6027\u304c\u62e1\u5927\u3057\u3084\u3059\u3044<\/mark>\u69cb\u9020\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u30af\u30e9\u30a6\u30c9LLM\u306f\u30c8\u30fc\u30af\u30f3\u5358\u4f4d\u306e\u5f93\u91cf\u8ab2\u91d1\u304c\u4e00\u822c\u7684\u3067\u3059\u3002\u5c11\u91cf\u306e\u5229\u7528\u3067\u3042\u308c\u3070\u4f4e\u30b3\u30b9\u30c8\u3067\u59cb\u3081\u3089\u308c\u307e\u3059\u304c\u3001\u5168\u793e\u5c55\u958b\u3084\u5927\u91cf\u306e\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u51e6\u7406\u306a\u3069\u5229\u7528\u898f\u6a21\u304c\u62e1\u5927\u3059\u308b\u3068\u3001\u6708\u984d\u306eAPI\u5229\u7528\u6599\u304c\u5927\u304d\u304f\u81a8\u3089\u3080\u50be\u5411\u306b\u3042\u308a\u307e\u3059\u3002\u4e00\u65b9\u3067\u3001\u30aa\u30f3\u30d7\u30ec\u30df\u30b9LLM\u306fGPU\u30b5\u30fc\u30d0\u30fc\u306e\u521d\u671f\u6295\u8cc7\u3053\u305d\u5fc5\u8981\u3067\u3059\u304c\u3001\u5c0e\u5165\u5f8c\u306f\u5927\u90e8\u5206\u304c\u56fa\u5b9a\u8cbb\u3068\u306a\u308b\u305f\u3081\u3001\u5229\u7528\u91cf\u306e\u5897\u52a0\u306b\u5bfe\u3059\u308b\u30b3\u30b9\u30c8\u5897\u304c\u7de9\u3084\u304b\u3067\u3059\u3002\u305f\u3060\u3057\u3001\u96fb\u529b\u8cbb\u306f\u5229\u7528\u91cf\u306b\u5fdc\u3058\u3066\u5909\u52d5\u3057\u3001\u540c\u6642\u5b9f\u884c\u6570\u306e\u5897\u52a0\u306b\u306fGPU\u5897\u8a2d\u304c\u5fc5\u8981\u3068\u306a\u308b\u70b9\u306b\u306f\u7559\u610f\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n<p>\u5168\u793e\u3067\u6570\u767e\u540d\u4ee5\u4e0a\u304cLLM\u3092\u65e5\u5e38\u7684\u306b\u5229\u7528\u3059\u308b\u30b1\u30fc\u30b9\u3084\u3001\u5927\u91cf\u306e\u6587\u66f8\u3092\u7d99\u7d9a\u7684\u306b\u51e6\u7406\u3059\u308b\u696d\u52d9\u3067\u306f\u3001\u81ea\u793e\u306e\u7a3c\u50cd\u7387\u30fb\u511f\u5374\u5e74\u6570\u30fb\u96fb\u529b\u8cbb\u30fb\u904b\u7528\u4eba\u4ef6\u8cbb\u3092\u52a0\u5473\u3057\u305f\u8a66\u7b97\u3092\u884c\u3044\u3001\u30af\u30e9\u30a6\u30c9LLM\u3068\u306e\u640d\u76ca\u5206\u5c90\u70b9\u3092\u898b\u6975\u3081\u308b\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002\u30b3\u30b9\u30c8\u306e\u4e88\u6e2c\u53ef\u80fd\u6027\u304c\u9ad8\u3044\u70b9\u3082\u3001\u4e88\u7b97\u7ba1\u7406\u306e\u89b3\u70b9\u304b\u3089\u5927\u304d\u306a\u30e1\u30ea\u30c3\u30c8\u3067\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"i-8\">\u30aa\u30f3\u30d7\u30ec\u30df\u30b9LLM\u5c0e\u5165\u306b\u304a\u3051\u308b\u8ab2\u984c\u3068\u5bfe\u7b56<\/h2>\n\n\n\n<p>\u30aa\u30f3\u30d7\u30ec\u30df\u30b9LLM\u306e\u5c0e\u5165\u306b\u306f\u591a\u304f\u306e\u30e1\u30ea\u30c3\u30c8\u304c\u3042\u308b\u4e00\u65b9\u3067\u3001\u4e8b\u524d\u306b\u628a\u63e1\u3057\u3066\u304a\u304f\u3079\u304d\u8ab2\u984c\u3082\u5b58\u5728\u3057\u307e\u3059\u3002\u30aa\u30f3\u30d7\u30ec\u30df\u30b9LLM\u5c0e\u5165\u306b\u304a\u3051\u308b\u4e3b\u8981\u306a3\u3064\u306e\u8ab2\u984c\u3068\u3001\u305d\u308c\u305e\u308c\u306e\u5bfe\u7b56\u3092\u89e3\u8aac\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u9ad8\u6027\u80fd\u306a\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u3078\u306e\u521d\u671f\u6295\u8cc7<\/li>\n\n\n\n<li>\u5c02\u9580\u77e5\u8b58\u3092\u6301\u3064\u4eba\u6750\u306e\u78ba\u4fdd<\/li>\n\n\n\n<li>\u904b\u7528\u30fb\u4fdd\u5b88\u306e\u7d99\u7d9a\u7684\u306a\u8ca0\u8377<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-9\">\u9ad8\u6027\u80fd\u306a\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u3078\u306e\u521d\u671f\u6295\u8cc7<\/h3>\n\n\n\n<p>\u30aa\u30f3\u30d7\u30ec\u30df\u30b9LLM\u306e\u5c0e\u5165\u3067\u6700\u521d\u306b\u76f4\u9762\u3059\u308b\u8ab2\u984c\u304c\u3001<mark>GPU\u30b5\u30fc\u30d0\u30fc\u3092\u4e2d\u5fc3\u3068\u3057\u305f\u9ad8\u6027\u80fd\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u3078\u306e\u521d\u671f\u6295\u8cc7<\/mark>\u3067\u3059\u3002<\/p>\n\n\n\n<p>LLM\u306e\u63a8\u8ad6\u51e6\u7406\u306b\u306f\u5927\u91cf\u306eVRAM\uff08\u30d3\u30c7\u30aa\u30e1\u30e2\u30ea\uff09\u3092\u642d\u8f09\u3057\u305fGPU\u304c\u4e0d\u53ef\u6b20\u3067\u3059\u30022026\u5e74\u6642\u70b9\u3067\u306f\u3001NVIDIA H100\uff0880GB HBM3\uff09\u3084H200\uff08141GB HBM3e\uff09\u3001Blackwell\u4e16\u4ee3\u306eB200\uff08192GB HBM3e\uff09\u3001Blackwell Ultra\u4e16\u4ee3\u306eB300\uff08288GB HBM3e\uff09\u304c\u4f01\u696d\u5411\u3051\u306e\u4e3b\u529bGPU\u3068\u3057\u3066\u4f4d\u7f6e\u3065\u3051\u3089\u308c\u3066\u304a\u308a\u30011\u57fa\u3042\u305f\u308a\u6570\u767e\u4e07\u5186\u301c\u306e\u8abf\u9054\u30b3\u30b9\u30c8\u304c\u767a\u751f\u3057\u307e\u3059\u300270B\u30d1\u30e9\u30e1\u30fc\u30bf\u898f\u6a21\u306e\u30e2\u30c7\u30eb\u3092FP16\uff08\u534a\u7cbe\u5ea6\uff09\u3067\u52d5\u4f5c\u3055\u305b\u308b\u306b\u306f140GB\u524d\u5f8c\u306eVRAM\u304c\u5fc5\u8981\u3067\u3042\u308a\u3001H100 80GB\u3067\u3042\u308c\u30702\u57fa\u4ee5\u4e0a\u306e\u4e26\u5217\u69cb\u6210\u304c\u6c42\u3081\u3089\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u305f\u3060\u3057\u3001\u91cf\u5b50\u5316\u624b\u6cd5\uff08GPTQ\u3084AWQ\u306a\u3069\u306eINT4\u7cfb\u3001FP8\u3001Blackwell\u4e16\u4ee3\u3067\u5229\u7528\u53ef\u80fd\u306aNVFP4\/MXFP4\uff09\u3068\u914d\u5e03\u5f62\u5f0f\uff08GGUF\u7b49\uff09\u3092\u7d44\u307f\u5408\u308f\u305b\u308c\u3070\u3001\u30e2\u30c7\u30eb\u306e\u7cbe\u5ea6\u3092\u5927\u304d\u304f\u640d\u306a\u308f\u305a\u306bVRAM\u4f7f\u7528\u91cf\u3092\u5927\u5e45\u306b\u524a\u6e1b\u53ef\u80fd\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u305f\u3068\u3048\u3070\u300170B\u30e2\u30c7\u30eb\u30924bit\u91cf\u5b50\u5316\u3059\u308c\u3070\u300148GB VRAM\u7a0b\u5ea6\u306eGPU 1\u57fa\u3067\u3082\u63a8\u8ad6\u304c\u53ef\u80fd\u3067\u3059\u3002\u307e\u305f\u3001<a href=\"https:\/\/japan-ai.co.jp\/media\/6419\/\">SLM\uff08\u5c0f\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\uff09<\/a>\u3092\u6d3b\u7528\u3057\u305fPoC\u304b\u3089\u6bb5\u968e\u7684\u306b\u898f\u6a21\u3092\u62e1\u5927\u3059\u308b\u30a2\u30d7\u30ed\u30fc\u30c1\u3082\u3001\u521d\u671f\u6295\u8cc7\u3092\u6291\u3048\u308b\u6709\u52b9\u306a\u624b\u6bb5\u3067\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-10\">\u5c02\u9580\u77e5\u8b58\u3092\u6301\u3064\u4eba\u6750\u306e\u78ba\u4fdd<\/h3>\n\n\n\n<p>\u30aa\u30f3\u30d7\u30ec\u30df\u30b9LLM\u306e\u69cb\u7bc9\u30fb\u904b\u7528\u306b\u306f\u3001\u30a4\u30f3\u30d5\u30e9\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u3068ML\/MLOps\u306e\u4e21\u65b9\u306b\u7cbe\u901a\u3057\u305f\u4eba\u6750\u304c\u5fc5\u8981\u3067\u3059\u3002<\/p>\n\n\n\n<p>GPU\u30b5\u30fc\u30d0\u30fc\u306e\u30bb\u30c3\u30c8\u30a2\u30c3\u30d7\u3001\u63a8\u8ad6\u30a8\u30f3\u30b8\u30f3\u306e\u69cb\u7bc9\u3001\u30e2\u30c7\u30eb\u306e\u6700\u9069\u5316\u3001\u76e3\u8996\u4f53\u5236\u306e\u8a2d\u8a08\u306a\u3069\u3001\u6c42\u3081\u3089\u308c\u308b\u30b9\u30ad\u30eb\u30bb\u30c3\u30c8\u306f\u591a\u5c90\u306b\u308f\u305f\u308a\u307e\u3059\u3002\u3053\u3046\u3057\u305f\u5c02\u9580\u4eba\u6750\u306f\u5e02\u5834\u5168\u4f53\u3067\u4e0d\u8db3\u3057\u3066\u304a\u308a\u3001\u63a1\u7528\u7af6\u4e89\u304c\u6fc0\u5316\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u5bfe\u7b56\u3068\u3057\u3066\u306f\u3001\u5916\u90e8\u306eAI\u30a4\u30f3\u30c6\u30b0\u30ec\u30fc\u30bf\u30fc\u3084\u30de\u30cd\u30fc\u30b8\u30c9\u30b5\u30fc\u30d3\u30b9\u306e\u6d3b\u7528\u304c\u6319\u3052\u3089\u308c\u307e\u3059\u3002\u521d\u671f\u69cb\u7bc9\u3092\u5916\u90e8\u30d1\u30fc\u30c8\u30ca\u30fc\u306b\u59d4\u8a17\u3057\u3001\u904b\u7528\u30d5\u30a7\u30fc\u30ba\u3067\u6bb5\u968e\u7684\u306b\u793e\u5185\u30c1\u30fc\u30e0\u3078\u79fb\u7ba1\u3059\u308b\u65b9\u6cd5\u3067\u3042\u308c\u3070\u3001\u4eba\u6750\u4e0d\u8db3\u306e\u30ea\u30b9\u30af\u3092\u8efd\u6e1b\u3057\u306a\u304c\u3089\u5c0e\u5165\u3092\u9032\u3081\u3089\u308c\u307e\u3059\u3002\u307e\u305f\u3001Ollama\u3084vLLM\u3068\u3044\u3063\u305f\u69cb\u7bc9\u30c4\u30fc\u30eb\u306e\u9032\u5316\u306b\u3088\u308a\u3001\u30a4\u30f3\u30d5\u30e9\u69cb\u7bc9\u306e\u6280\u8853\u7684\u30cf\u30fc\u30c9\u30eb\u306f\u5e74\u3005\u4f4e\u4e0b\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3010\u95a2\u9023\u8a18\u4e8b\u3011<br><a href=\"https:\/\/japan-ai.co.jp\/media\/70\/\">AI\u4eba\u6750\u3068\u306f\uff1f\u6c42\u3081\u3089\u308c\u308b\u30b9\u30ad\u30eb\u3084\u91cd\u8981\u8996\u3055\u308c\u308b\u7406\u7531\u3082\u89e3\u8aac<\/a><\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-11\">\u904b\u7528\u30fb\u4fdd\u5b88\u306e\u7d99\u7d9a\u7684\u306a\u8ca0\u8377<\/h3>\n\n\n\n<p>\u30aa\u30f3\u30d7\u30ec\u30df\u30b9LLM\u306f\u5c0e\u5165\u3057\u3066\u7d42\u308f\u308a\u3067\u306f\u306a\u304f\u3001\u30e2\u30c7\u30eb\u306e\u66f4\u65b0\u3001\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u76e3\u8996\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30d1\u30c3\u30c1\u306e\u9069\u7528\u306a\u3069\u3001\u7d99\u7d9a\u7684\u306a\u904b\u7528\u30fb\u4fdd\u5b88\u304c\u5fc5\u8981\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u65b0\u3057\u3044\u516c\u958b\u30e2\u30c7\u30eb\u304c\u6b21\u3005\u3068\u30ea\u30ea\u30fc\u30b9\u3055\u308c\u308b\u306a\u304b\u3067\u3001\u81ea\u793e\u74b0\u5883\u306e\u30e2\u30c7\u30eb\u3092\u6700\u65b0\u306e\u72b6\u614b\u306b\u4fdd\u3064\u306b\u306f\u3001\u5b9a\u671f\u7684\u306a\u691c\u8a3c\u3068\u5165\u308c\u66ff\u3048\u4f5c\u696d\u304c\u767a\u751f\u3057\u307e\u3059\u3002\u307e\u305f\u3001\u63a8\u8ad6\u30b5\u30fc\u30d0\u30fc\u306e\u8ca0\u8377\u76e3\u8996\u3084\u30ed\u30b0\u5206\u6790\u3001\u969c\u5bb3\u5bfe\u5fdc\u3068\u3044\u3063\u305f\u30a4\u30f3\u30d5\u30e9\u904b\u7528\u696d\u52d9\u3082\u7d99\u7d9a\u7684\u306b\u767a\u751f\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>MLOps\/LLMOps\u30c4\u30fc\u30eb\u3092\u5c0e\u5165\u3057\u3066\u30e2\u30c7\u30eb\u306e\u30c7\u30d7\u30ed\u30a4\u3084\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u3092\u81ea\u52d5\u5316\u3059\u308b\u3053\u3068\u3067\u3001\u904b\u7528\u8ca0\u8377\u3092\u5927\u5e45\u306b\u8efd\u6e1b\u3067\u304d\u307e\u3059\u3002\u30e2\u30c7\u30eb\u306e\u30d0\u30fc\u30b8\u30e7\u30f3\u7ba1\u7406\u3084A\/B\u30c6\u30b9\u30c8\u306e\u4ed5\u7d44\u307f\u3092\u6574\u5099\u3057\u3066\u304a\u3051\u3070\u3001\u65b0\u30e2\u30c7\u30eb\u3078\u306e\u5207\u308a\u66ff\u3048\u3082\u30b9\u30e0\u30fc\u30ba\u306b\u5b9f\u65bd\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\">\n\n\n\n<p><b>\u30aa\u30f3\u30d7\u30ec\u30df\u30b9LLM\u306e\u691c\u8a0e\u6642\u306b\u3042\u308f\u305b\u3066\u30c1\u30a7\u30c3\u30af\u3057\u305f\u3044\u300cJAPAN AI\u300d<\/b><\/p>\n\n\n\n<p>\u30aa\u30f3\u30d7\u30ec\u30df\u30b9LLM\u306e\u6d3b\u7528\u3092\u793e\u5185\u696d\u52d9\u3078\u5c55\u958b\u3059\u308b\u969b\u306f\u3001<a href=\"https:\/\/japan-ai.co.jp\/agent\/?uqid=p2056i86409db80a&amp;bid=6683I86d2e24f378\">JAPAN AI<\/a>\u3082\u691c\u8a0e\u3057\u307e\u3057\u3087\u3046\u3002\u30ce\u30fc\u30b3\u30fc\u30c9\u3067AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3092\u69cb\u7bc9\u3057\u3001\u793e\u5185\u696d\u52d9\u3078\u30b9\u30e0\u30fc\u30ba\u306b\u7d44\u307f\u8fbc\u3081\u307e\u3059\u3002\u30de\u30eb\u30c1LLM\u5bfe\u5fdc\u306b\u3088\u308a\u696d\u52d9\u5185\u5bb9\u306b\u5fdc\u3058\u3066\u6700\u9069\u306a\u30e2\u30c7\u30eb\u3092\u9078\u629e\u3067\u304d\u3001\u9ad8\u7cbe\u5ea6\u306aRAG\u6a5f\u80fd\u3067\u793e\u5185\u30ca\u30ec\u30c3\u30b8\u3068\u306e\u9023\u643a\u3082\u5b9f\u73fe\u53ef\u80fd\u3067\u3059\u3002ISMS\u8a8d\u8a3c\uff08ISO\/IEC 27001\u30fbISO 27017\uff09\u304a\u3088\u3073\u30d7\u30e9\u30a4\u30d0\u30b7\u30fc\u30de\u30fc\u30af\u3092\u53d6\u5f97\u3057\u3001SSO\u30fb\u591a\u8981\u7d20\u8a8d\u8a3c\u30fbIP\u5236\u9650\u30fb\u64cd\u4f5c\u30ed\u30b0\u7ba1\u7406\u3001\u56fd\u5185\u30ea\u30fc\u30b8\u30e7\u30f3\u3067\u306e\u30c7\u30fc\u30bf\u51e6\u7406\u306b\u5bfe\u5fdc\u3057\u3066\u3044\u307e\u3059\u3002\u305d\u306e\u305f\u3081\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u57fa\u6e96\u306e\u9ad8\u3044\u4f01\u696d\u3067\u3082\u30aa\u30f3\u30d7\u30ec\u30df\u30b9LLM\u306e\u69cb\u7bc9\u3092\u81ea\u793e\u3067\u5b9f\u65bd\u3059\u308b\u5de5\u6570\u3092\u524a\u6e1b\u3057\u3064\u3064\u3001\u30af\u30e9\u30a6\u30c9LLM\u3092\u6d3b\u7528\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n<div class=\"\"><div class=\"sgb-content-block post-9642 js-sgb-content-block\" data-id=\"9642\"><div id=\"sgb-css-id-2\">\n<div class=\"wp-block-columns are-vertically-aligned-center is-layout-flex wp-container-core-columns-is-layout-9d63d492 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-vertically-aligned-center is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:50%\">\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"960\" height=\"540\" src=\"https:\/\/japan-ai.geniee.co.jp\/media\/wp-content\/uploads\/2026\/08\/DL\u7528\u3010JAPAN-AI-AGENT\u3011\u30b5\u30fc\u30d3\u30b9\u7d39\u4ecb\u8cc7\u6599.png\" alt=\"\" class=\"wp-image-9646\" srcset=\"https:\/\/japan-ai.co.jp\/media\/wp-content\/uploads\/2026\/08\/DL\u7528\u3010JAPAN-AI-AGENT\u3011\u30b5\u30fc\u30d3\u30b9\u7d39\u4ecb\u8cc7\u6599.png 960w, https:\/\/japan-ai.co.jp\/media\/wp-content\/uploads\/2026\/08\/DL\u7528\u3010JAPAN-AI-AGENT\u3011\u30b5\u30fc\u30d3\u30b9\u7d39\u4ecb\u8cc7\u6599-768x432.png 768w, https:\/\/japan-ai.co.jp\/media\/wp-content\/uploads\/2026\/08\/DL\u7528\u3010JAPAN-AI-AGENT\u3011\u30b5\u30fc\u30d3\u30b9\u7d39\u4ecb\u8cc7\u6599-940x529.png 940w\" sizes=\"auto, (max-width: 960px) 100vw, 960px\"><\/figure>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-vertically-aligned-center is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:50%\"><div id=\"sgb-css-id-1\" style=\"--sgb--custom--sub-title: '\u30b5\u30fc\u30d3\u30b9\u8aac\u660e\u8cc7\u6599';--sgb--custom--sub-title-color: #333;--sgb--custom--sub-title-size: 0.6;\">\n<p class=\"wp-block-sgb-headings sgb-heading\"><span class=\"sgb-heading__inner hh hh1\" style=\"font-size:1.5em\"><span class=\"sgb-heading__text\" style=\"color:#333\">JAPAN AI AGENT<\/span><\/span><\/p>\n<\/div>\n\n\n<p>\tJAPAN AI AGENT\u306f\u3001\u300cAI\u306b\u805e\u3044\u3066\u3082\u3001\u5b9f\u884c\u3059\u308b\u306e\u306f\u7d50\u5c40\u4eba\u300d\u3068\u3044\u3046\u4e8b\u614b\u3092\u89e3\u6d88\u3059\u308b\u3001\u5168\u793e\u5229\u7528\u5411\u3051\u306eAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3059\u3002\u3059\u3050\u4f7f\u3048\u308b\u7d04100\u7a2e\u306e\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u30fb\u30ce\u30fc\u30b3\u30fc\u30c9\u3067\u306e\u81ea\u793e\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u4f5c\u6210\u30fb30\u4ee5\u4e0a\u306e\u5916\u90e8\u30c4\u30fc\u30eb\u9023\u643a\u306e3\u3064\u306e\u7279\u5fb4\u3067\u3001\u56de\u7b54\u3060\u3051\u3067\u306a\u304f\u5b9f\u884c\u307e\u3067\u81ea\u52d5\u5316\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-sgb-btn sng-align-left\"><a style=\"background-color:var(--sgb-main-color)\" class=\"btn cubic2 shadow raised\" href=\"https:\/\/japan-ai.co.jp\/document\/japan-ai-agent\/?uqid=p2056i86409db80a&amp;bid=6683I86d2e24f378\">JAPAN AI AGENT\u306e\u8cc7\u6599\u3092\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3059\u308b\u3010\u7121\u6599\u3011<\/a><\/p>\n<\/div>\n<\/div>\n<\/div>\n\n\n<p><\/p>\n<\/div><\/div>\n\n\n<h2 class=\"wp-block-heading\" id=\"i-12\">\u30aa\u30f3\u30d7\u30ec\u30df\u30b9LLM\u304c\u5411\u3044\u3066\u3044\u308b\u4f01\u696d\u30fb\u696d\u52d9\u30d1\u30bf\u30fc\u30f3<\/h2>\n\n\n\n<p>\u30aa\u30f3\u30d7\u30ec\u30df\u30b9LLM\u306f\u3001\u3059\u3079\u3066\u306e\u4f01\u696d\u306b\u6700\u9069\u306a\u9078\u629e\u80a2\u3068\u3044\u3046\u308f\u3051\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002<mark>\u81ea\u793e\u306e\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u8981\u4ef6\u3084\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u74b0\u5883\u3001\u5229\u7528\u898f\u6a21<\/mark>\u306e3\u3064\u306e\u89b3\u70b9\u304b\u3089\u3001\u5c0e\u5165\u304c\u7279\u306b\u6709\u52b9\u306a\u4f01\u696d\u30fb\u696d\u52d9\u30d1\u30bf\u30fc\u30f3\u3092\u89e3\u8aac\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u6a5f\u5bc6\u6027\u306e\u9ad8\u3044\u60c5\u5831\u3092\u6271\u3046\u4f01\u696d<\/li>\n\n\n\n<li>\u9589\u57df\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3067\u696d\u52d9\u304c\u5b8c\u7d50\u3057\u3066\u3044\u308b\u4f01\u696d<\/li>\n\n\n\n<li>\u5229\u7528\u91cf\u304c\u591a\u304f\u30b3\u30b9\u30c8\u3092\u4e88\u6e2c\u3057\u305f\u3044\u4f01\u696d<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-13\">\u6a5f\u5bc6\u6027\u306e\u9ad8\u3044\u60c5\u5831\u3092\u6271\u3046\u4f01\u696d<\/h3>\n\n\n\n<p>\u91d1\u878d\u6a5f\u95a2\u306e\u53d6\u5f15\u30c7\u30fc\u30bf\u3001\u533b\u7642\u6a5f\u95a2\u306e\u81e8\u5e8a\u30c7\u30fc\u30bf\u3001\u88fd\u9020\u696d\u306e\u8a2d\u8a08\u56f3\u9762\u306a\u3069\u3001<mark>\u5916\u90e8\u9001\u4fe1\u306b\u53b3\u683c\u306a\u7ba1\u7406\u304c\u6c42\u3081\u3089\u308c\u308b\u30c7\u30fc\u30bf<\/mark>\u3092\u6271\u3046\u4f01\u696d\u306b\u3068\u3063\u3066\u3001\u30aa\u30f3\u30d7\u30ec\u30df\u30b9LLM\u306f\u6709\u529b\u306a\u9078\u629e\u80a2\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u91d1\u878d\u696d\u754c\u3067\u306f\u3001\u9867\u5ba2\u306e\u53e3\u5ea7\u60c5\u5831\u3084\u53d6\u5f15\u5c65\u6b74\u3092AI\u3067\u5206\u6790\u3059\u308b\u969b\u306b\u3001\u91d1\u878d\u5e81\u306e\u300cAI\u30c7\u30a3\u30b9\u30ab\u30c3\u30b7\u30e7\u30f3\u30da\u30fc\u30d1\u30fc\uff08\u7b2c1.1\u7248\uff09\u300d\u3084\u300c\u91d1\u878d\u5206\u91ce\u306b\u304a\u3051\u308b\u30b5\u30a4\u30d0\u30fc\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u306b\u95a2\u3059\u308b\u30ac\u30a4\u30c9\u30e9\u30a4\u30f3\u300d\u306b\u6cbf\u3063\u305f\u30c7\u30fc\u30bf\u7ba1\u7406\u304c\u6c42\u3081\u3089\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u533b\u7642\u696d\u754c\u3067\u306f\u3001\u60a3\u8005\u306e\u8a3a\u7642\u8a18\u9332\u3084\u691c\u67fb\u30c7\u30fc\u30bf\u3092\u6271\u3046\u306b\u3042\u305f\u308a\u3001\u539a\u751f\u52b4\u50cd\u7701\u306e\u300c\u533b\u7642\u60c5\u5831\u30b7\u30b9\u30c6\u30e0\u306e\u5b89\u5168\u7ba1\u7406\u306b\u95a2\u3059\u308b\u30ac\u30a4\u30c9\u30e9\u30a4\u30f3 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class=\"\"><div class=\"sgb-content-block post-7546 js-sgb-content-block\" data-id=\"7546\"><div id=\"sgb-css-id-5\">\n<div class=\"wp-block-columns are-vertically-aligned-center is-layout-flex wp-container-core-columns-is-layout-9d63d492 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-vertically-aligned-center is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:50%\"><div id=\"sgb-css-id-3\" style=\"--sgb--custom--overlay-main-image: url(https:\/\/japan-ai.geniee.co.jp\/media\/wp-content\/uploads\/2026\/06\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2026-04-08-10.27.10-1024x575-1.webp);--sgb--custom--overlay-color: #1f1f1f;--sgb--custom--overlay-opacity: 1;--sgb--custom--overlay-image-deg: 349;--sgb--custom--overlay-horizontal: 25;--sgb--custom--overlay-vertical: 15;--sgb--custom--overlay-width: 150;--sgb--custom--overlay-height: 150;--sgb--custom--url: https:\/\/japan-ai.co.jp\/document\/use-case-manufacturing\/?uqid=p2056i86409db80a&amp;bid=6683I86d2e24f378;\">\n<div class=\"wp-block-sgb-custom\"><div><div class=\"custom-group\">\n  <div class=\"custom-image-overlay\">\n    <div class=\"custom-image-group\">\n      <figure class=\"wp-block-image size-large is-style-sango-with-big-shadow custom-image-container\">\n            <a href=\"https:\/\/japan-ai.co.jp\/document\/use-case-manufacturing\/?uqid=p2056i86409db80a&amp;amp;bid=6683I86d2e24f378\">\n          <img decoding=\"async\" src=\"https:\/\/japan-ai.geniee.co.jp\/media\/wp-content\/uploads\/2026\/06\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2026-04-08-10.27.10-1024x575-1.webp\">\n            <\/a>\n      <\/figure>\n    <\/div>\n  <\/div>\n<\/div><\/div><\/div>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-column is-vertically-aligned-center is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:50%\"><div id=\"sgb-css-id-4\" style=\"--sgb--custom--sub-title: 'JAPAN AI\u306e\u5c0e\u5165\u52b9\u679c\u3092\u7d39\u4ecb';--sgb--custom--sub-title-color: #333;--sgb--custom--sub-title-size: 0.6;\">\n<p class=\"wp-block-sgb-headings sgb-heading\"><span class=\"sgb-heading__inner hh hh1\" style=\"font-size:1.5em\"><span class=\"sgb-heading__text\" style=\"color:#333\">\u30e1\u30fc\u30ab\u30fc\u30fb\u88fd\u9020\u696d\u5411\u3051\u6d3b\u7528\u4e8b\u4f8b\u96c6<\/span><\/span><\/p>\n<\/div>\n\n\n<p>\u6d3b\u7528\u30de\u30c3\u30d7\u30fb\u90e8\u7f72\u5225\u6d3b\u7528\u4f8b\u30fb\u5177\u4f53\u7684\u306a\u5c0e\u5165\u4e8b\u4f8b\u3068\u52b9\u679c\u306a\u3069\u2026<br>\u6d3b\u7528\u3067\u304d\u308b\u6a5f\u80fd\u3068\u3068\u3082\u306b\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-sgb-btn sng-align-left\"><a style=\"background-color:var(--sgb-main-color)\" class=\"btn cubic2 shadow raised\" href=\"https:\/\/japan-ai.co.jp\/document\/use-case-manufacturing\/?uqid=p2056i86409db80a&amp;bid=6683I86d2e24f378\"><i class=\"fas fa-angle-right\"><\/i>\u6d3b\u7528\u4e8b\u4f8b\u96c6\u3092\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3059\u308b\u3010\u7121\u6599\u3011<\/a><\/p>\n<\/div>\n<\/div>\n<\/div><\/div><\/div>\n\n\n<h3 class=\"wp-block-heading\" id=\"i-14\">\u9589\u57df\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3067\u696d\u52d9\u304c\u5b8c\u7d50\u3057\u3066\u3044\u308b\u4f01\u696d<\/h3>\n\n\n\n<p>\u5de5\u5834\u306e\u5236\u5fa1\u30b7\u30b9\u30c6\u30e0\u3001\u7814\u7a76\u65bd\u8a2d\u306e\u5b9f\u9a13\u30c7\u30fc\u30bf\u7ba1\u7406\u3001\u516c\u5171\u30a4\u30f3\u30d5\u30e9\u306e\u76e3\u8996\u30b7\u30b9\u30c6\u30e0\u306a\u3069\u3001<mark>\u30a4\u30f3\u30bf\u30fc\u30cd\u30c3\u30c8\u63a5\u7d9a\u304c\u5236\u9650\u3055\u308c\u305f\u9589\u57df\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u74b0\u5883<\/mark>\u3067\u696d\u52d9\u3092\u884c\u3063\u3066\u3044\u308b\u4f01\u696d\u3067\u306f\u3001\u30af\u30e9\u30a6\u30c9LLM\u306e\u5229\u7528\u81ea\u4f53\u304c\u56f0\u96e3\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u9589\u57df\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u74b0\u5883\u3067\u306f\u3001\u5916\u90e8\u306eAPI\u30b5\u30fc\u30d0\u30fc\u3078\u30a2\u30af\u30bb\u30b9\u3067\u304d\u306a\u3044\u305f\u3081\u3001\u30af\u30e9\u30a6\u30c9LLM\u3092\u5229\u7528\u3059\u308b\u306b\u306f\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u69cb\u6210\u306e\u5909\u66f4\u3084\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30dd\u30ea\u30b7\u30fc\u306e\u7de9\u548c\u304c\u5fc5\u8981\u3067\u3059\u3002\u3053\u308c\u306f\u591a\u304f\u306e\u5834\u5408\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30ea\u30b9\u30af\u306e\u5897\u5927\u3092\u610f\u5473\u3057\u307e\u3059\u3002\u30aa\u30f3\u30d7\u30ec\u30df\u30b9LLM\u3067\u3042\u308c\u3070\u3001\u30e2\u30c7\u30eb\u3092\u30aa\u30d5\u30e9\u30a4\u30f3\u3067\u9589\u57df\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u5185\u306b\u914d\u7f6e\u3057\u3001\u5916\u90e8\u63a5\u7d9a\u306a\u3057\u3067\u63a8\u8ad6\u51e6\u7406\u3092\u5b9f\u884c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u5de5\u5834\u306e\u751f\u7523\u30e9\u30a4\u30f3\u306b\u304a\u3051\u308b\u7570\u5e38\u691c\u77e5\u3084\u3001\u7814\u7a76\u65bd\u8a2d\u3067\u306e\u5b9f\u9a13\u30c7\u30fc\u30bf\u306e\u8981\u7d04\u30fb\u5206\u6790\u306a\u3069\u3001\u9589\u57df\u74b0\u5883\u3067\u3082LLM\u306e\u6d3b\u7528\u9818\u57df\u306f\u5e83\u304c\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-15\">\u5229\u7528\u91cf\u304c\u591a\u304f\u30b3\u30b9\u30c8\u3092\u4e88\u6e2c\u3057\u305f\u3044\u4f01\u696d<\/h3>\n\n\n\n<p>\u5168\u793e\u898f\u6a21\u3067LLM\u3092\u6d3b\u7528\u3059\u308b\u4f01\u696d\u3084\u3001\u5927\u91cf\u306e\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3092\u65e5\u5e38\u7684\u306b\u51e6\u7406\u3059\u308b\u696d\u52d9\u3067\u306f\u3001<mark>API\u5f93\u91cf\u8ab2\u91d1\u306e\u30b3\u30b9\u30c8\u304c\u4e88\u7b97\u3092\u5727\u8feb\u3059\u308b\u30ea\u30b9\u30af<\/mark>\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u30af\u30e9\u30a6\u30c9LLM\u306e\u5f93\u91cf\u8ab2\u91d1\u30e2\u30c7\u30eb\u3067\u306f\u3001\u5229\u7528\u91cf\u306e\u5897\u52a0\u306b\u6bd4\u4f8b\u3057\u3066\u30b3\u30b9\u30c8\u304c\u4e0a\u6607\u3057\u307e\u3059\u3002\u6570\u767e\u540d\u898f\u6a21\u306e\u793e\u54e1\u304c\u65e5\u5e38\u7684\u306bLLM\u3092\u5229\u7528\u3059\u308b\u30b1\u30fc\u30b9\u3067\u306f\u3001\u6708\u984d\u306eAPI\u5229\u7528\u6599\u304c\u60f3\u5b9a\u3092\u5927\u304d\u304f\u8d85\u3048\u308b\u5834\u5408\u3082\u73cd\u3057\u304f\u3042\u308a\u307e\u305b\u3093\u3002\u30aa\u30f3\u30d7\u30ec\u30df\u30b9LLM\u3067\u3042\u308c\u3070\u3001\u521d\u671f\u6295\u8cc7\u5f8c\u306f\u96fb\u529b\u8cbb\u3068\u4fdd\u5b88\u8cbb\u3092\u4e2d\u5fc3\u3068\u3057\u305f\u56fa\u5b9a\u8cbb\u3067\u904b\u7528\u3067\u304d\u308b\u305f\u3081\u3001\u5229\u7528\u91cf\u304c\u5897\u3048\u3066\u3082\u30b3\u30b9\u30c8\u306e\u5897\u52a0\u304c\u7de9\u3084\u304b\u3067\u3059\u3002\u81ea\u793e\u306e\u5229\u7528\u898f\u6a21\u3068\u7a3c\u50cd\u7387\u3092\u524d\u63d0\u306b\u3057\u305f\u8a66\u7b97\u3092\u884c\u3044\u3001\u640d\u76ca\u5206\u5c90\u70b9\u3092\u898b\u6975\u3081\u305f\u3046\u3048\u3067\u5224\u65ad\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n<p>\u5e74\u9593\u306e\u4e88\u7b97\u8a08\u753b\u3092\u7acb\u3066\u3084\u3059\u3044\u70b9\u3082\u3001\u7d4c\u55b6\u7ba1\u7406\u306e\u89b3\u70b9\u304b\u3089\u91cd\u8981\u306a\u30e1\u30ea\u30c3\u30c8\u3067\u3059\u3002\u7279\u306b\u3001\u5229\u7528\u91cf\u306e\u5909\u52d5\u304c\u5927\u304d\u3044\u696d\u52d9\u3067\u306f\u3001\u30b3\u30b9\u30c8\u306e\u4e88\u6e2c\u53ef\u80fd\u6027\u304c\u9ad8\u3044\u30aa\u30f3\u30d7\u30ec\u30df\u30b9LLM\u304c\u6709\u5229\u306b\u50cd\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"i-16\">\u30aa\u30f3\u30d7\u30ec\u30df\u30b9\u3067\u4f7f\u3048\u308b\u304a\u3059\u3059\u3081LLM<\/h2>\n\n\n\n<p>2026\u5e74\u6642\u70b9\u3067\u3001\u30aa\u30f3\u30d7\u30ec\u30df\u30b9\u74b0\u5883\u306b\u5c0e\u5165\u53ef\u80fd\u306a\u516c\u958bLLM\u306f\u6025\u901f\u306b\u5145\u5b9f\u3057\u3066\u3044\u307e\u3059\u3002<mark>\u30e2\u30c7\u30eb\u306e\u6027\u80fd\u3001\u65e5\u672c\u8a9e\u5bfe\u5fdc\u529b\u3001\u30e9\u30a4\u30bb\u30f3\u30b9\u6761\u4ef6\u3001VRAM\u8981\u4ef6<\/mark>\u3092\u7dcf\u5408\u7684\u306b\u8a55\u4fa1\u3057\u3001\u7528\u9014\u306b\u5fdc\u3058\u305f\u6700\u9069\u306a\u30e2\u30c7\u30eb\u3092\u9078\u5b9a\u3059\u308b\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-17\">\u6d77\u5916\u88fd\u306e\u9ad8\u6a5f\u80fd\u516c\u958bLLM<\/h3>\n\n\n\n<p>2026\u5e74\u6642\u70b9\u3067\u3001\u30aa\u30f3\u30d7\u30ec\u30df\u30b9\u74b0\u5883\u3067\u306e\u5229\u7528\u306b\u9069\u3057\u305f\u6d77\u5916\u88fd\u306e\u516c\u958bLLM\u306e\u4e3b\u8981\u30e2\u30c7\u30eb\u306f\u4ee5\u4e0b\u306e\u3068\u304a\u308a\u3067\u3059\u3002<\/p>\n\n\n<div id=\"id-8c23be5f-d0ff-4034-956e-75a9160d7a17\">\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><th>\u30e2\u30c7\u30eb\u540d<\/th><th>\u958b\u767a\u5143<\/th><th>\u4e3b\u306a\u7279\u5fb4<\/th><th>\u30e9\u30a4\u30bb\u30f3\u30b9<\/th><\/tr><tr><td>Qwen3.6\uff0827B Dense \/ 35B-A3B MoE\uff09<\/td><td>Alibaba Cloud<\/td><td>\u65e5\u672c\u8a9e\u6027\u80fd\u304c\u9ad8\u304f\u3001Dense\u30fbMoE\u306e\u4e21\u69cb\u6210\u3092\u63d0\u4f9b\u3002\u30aa\u30f3\u30d7\u30ec\u30df\u30b9\u5c0e\u5165\u306e\u6709\u529b\u5019\u88dc<\/td><td>Apache 2.0<\/td><\/tr><tr><td>gpt-oss\uff08120B \/ 20B\uff09<\/td><td>OpenAI<\/td><td>MoE\u65b9\u5f0f\u3067gpt-oss-120b\u306f\u5358\u4e00H100 80GB\u3067\u52d5\u4f5c\u3002MXFP\u30cd\u30a4\u30c6\u30a3\u30d6\u91cf\u5b50\u5316\u5bfe\u5fdc<\/td><td>Apache 2.0<\/td><\/tr><tr><td>DeepSeek V4\uff08V4-Pro \/ V4-Flash\uff09<\/td><td>DeepSeek<\/td><td>V4-Pro\u306f1.6T\u7dcf\u30d1\u30e9\u30e1\u30fc\u30bf\u30fb49B\u30a2\u30af\u30c6\u30a3\u30d6\u3002\u9ad8\u3044\u8ad6\u7406\u7684\u601d\u8003\u529b\u3092\u767a\u63ee<\/td><td>MIT<\/td><\/tr><tr><td>Gemma 4\uff08E2B \/ E4B \/ 12B \/ 26B MoE \/ 31B Dense\uff09<\/td><td>Google<\/td><td>\u30de\u30eb\u30c1\u30e2\u30fc\u30c0\u30eb\u5bfe\u5fdc\u30025\u30b5\u30a4\u30ba\u5c55\u958b\u3067\u30a8\u30c3\u30b8\u304b\u3089\u30b5\u30fc\u30d0\u30fc\u307e\u3067\u5e45\u5e83\u304f\u5bfe\u5fdc<\/td><td>Apache 2.0<\/td><\/tr><tr><td>Llama 4<\/td><td>Meta<\/td><td>MoE\uff08Mixture of Experts\uff09\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u63a1\u7528\u3002\u8d85\u9577\u6587\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u306b\u5bfe\u5fdc<\/td><td>Llama 4 Community License\uff08MAU 7\u5104\u8d85\u306fMeta\u306e\u8ffd\u52a0\u8a31\u8afe\u304c\u5fc5\u8981\u3002\u30de\u30eb\u30c1\u30e2\u30fc\u30c0\u30eb\u30e2\u30c7\u30eb\u306fEU\u57df\u5185\u306e\u6cd5\u4eba\u30fb\u500b\u4eba\u306b\u3088\u308b\u5229\u7528\u30fb\u518d\u914d\u5e03\u304c\u7981\u6b62\uff09<\/td><\/tr><tr><td>Mistral 3\uff083B \/ 8B \/ 14B \/ Large 675B MoE\uff09<\/td><td>Mistral AI<\/td><td>3B\u301c14B\u306e\u5c0f\u578bDense\u30e2\u30c7\u30eb\u304b\u3089675B MoE\u306e\u5927\u578b\u30e2\u30c7\u30eb\u307e\u3067\u3092\u63c3\u3048\u305f\u30d5\u30a1\u30df\u30ea\u30fc<\/td><td>Apache 2.0<\/td><\/tr><\/tbody><\/table><\/figure>\n<\/div>\n\n\n<p>\u7279\u306bQwen3.6\u30b7\u30ea\u30fc\u30ba\u306f\u3001\u65e5\u672c\u8a9e\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u3067\u9ad8\u3044\u30b9\u30b3\u30a2\u3092\u8a18\u9332\u3057\u3066\u304a\u308a\u3001\u65e5\u672c\u4f01\u696d\u306e\u30aa\u30f3\u30d7\u30ec\u30df\u30b9LLM\u5c0e\u5165\u3067\u3082\u6709\u529b\u306a\u5019\u88dc\u3067\u3059\u3002gpt-oss-120b\u306fApache 2.0\u30e9\u30a4\u30bb\u30f3\u30b9\u304b\u3064MXFP4\u30cd\u30a4\u30c6\u30a3\u30d6\u91cf\u5b50\u5316\u306b\u3088\u308a\u5358\u4e00H100 80GB\u3067\u52d5\u4f5c\u3059\u308b\u305f\u3081\u3001\u5c0e\u5165\u306e\u3057\u3084\u3059\u3055\u3067\u6ce8\u76ee\u3055\u308c\u3066\u3044\u307e\u3059\u3002DeepSeek V4\u306fMIT\u30e9\u30a4\u30bb\u30f3\u30b9\u306e\u305f\u3081\u5546\u7528\u5229\u7528\u306e\u5236\u7d04\u304c\u306a\u304f\u3001\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u3084\u518d\u914d\u5e03\u3082\u81ea\u7531\u306b\u884c\u3048\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-18\">\u65e5\u672c\u8a9e\u306b\u5f37\u3044LLM<\/h3>\n\n\n\n<p>\u65e5\u672c\u8a9e\u306e\u696d\u52d9\u6587\u66f8\u3084\u5c02\u9580\u7528\u8a9e\u3092\u6b63\u78ba\u306b\u51e6\u7406\u3059\u308b\u5fc5\u8981\u304c\u3042\u308b\u5834\u5408\u306f\u3001<mark>\u56fd\u7523\u30fb\u56fd\u5185\u958b\u767a\u306e\u65e5\u672c\u8a9e\u306b\u5f37\u3044\u30e2\u30c7\u30eb<\/mark>\u306e\u6d3b\u7528\u304c\u6709\u52b9\u3067\u3059\u3002<\/p>\n\n\n<div id=\"id-619bc6a7-4030-4edf-bced-a750d9b6fd83\">\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><th>\u30e2\u30c7\u30eb\u540d<\/th><th>\u958b\u767a\u5143<\/th><th>\u4e3b\u306a\u7279\u5fb4<\/th><\/tr><tr><td>ELYZA LLM for JP<\/td><td>ELYZA\uff08\u6771\u5927\u677e\u5c3e\u7814\u767a\u3001\u73feKDDI\u30b0\u30eb\u30fc\u30d7\uff09<\/td><td>Llama\u7cfb\u3092\u30d9\u30fc\u30b9\u306b\u65e5\u672c\u8a9e\u3092\u5f37\u5316\u3002\u30d3\u30b8\u30cd\u30b9\u6587\u66f8\u751f\u6210\u306b\u5f37\u307f<\/td><\/tr><tr><td>Swallow \/ GPT-OSS Swallow<\/td><td>\u6771\u4eac\u79d1\u5b66\u5927\u5b66\uff08\u65e7\u30fb\u6771\u4eac\u5de5\u696d\u5927\u5b66\uff09\u30fb\u7523\u7dcf\u7814<\/td><td>Llama\u7cfb\u3084gpt-oss\u3092\u30d9\u30fc\u30b9\u306b\u65e5\u672c\u8a9e\u80fd\u529b\u3092\u5f37\u5316\u3057\u305f\u7d99\u7d9a\u4e8b\u524d\u5b66\u7fd2\u30e2\u30c7\u30eb\u7fa4<\/td><\/tr><tr><td>PLaMo 3.0 Prime<\/td><td>Preferred Networks\uff08\u958b\u767a\u306fPreferred Elements\uff09<\/td><td>\u56fd\u7523\u30d5\u30eb\u30b9\u30af\u30e9\u30c3\u30c1\u3002\u91cd\u307f\u306f\u975e\u516c\u958b\u3060\u304c\u3001API\u306b\u52a0\u3048\u30aa\u30f3\u30d7\u30ec\u30df\u30b9\u63d0\u4f9b\u306e\u5951\u7d04\u5f62\u614b\u304c\u3042\u308a\u3001\u9589\u57df\u74b0\u5883\u3067\u3082\u5229\u7528\u53ef\u80fd<\/td><\/tr><\/tbody><\/table><\/figure>\n<\/div>\n\n\n<p>\u3053\u308c\u3089\u306e\u56fd\u7523\u30e2\u30c7\u30eb\u306f\u3001\u30e2\u30c7\u30eb\u3054\u3068\u306b\u898f\u6a21\u3084\u8a2d\u8a08\u601d\u60f3\u304c\u7570\u306a\u308a\u307e\u3059\u304c\u3001\u65e5\u672c\u8a9e\u306e\u656c\u8a9e\u8868\u73fe\u3084\u696d\u754c\u56fa\u6709\u306e\u5c02\u9580\u7528\u8a9e\u3078\u306e\u5bfe\u5fdc\u529b\u306b\u512a\u308c\u3066\u3044\u307e\u3059\u3002\u533b\u7642\u30fb\u6cd5\u52d9\u30fb\u884c\u653f\u306a\u3069\u3001\u65e5\u672c\u8a9e\u306e\u6b63\u78ba\u6027\u304c\u7279\u306b\u6c42\u3081\u3089\u308c\u308b\u9818\u57df\u3067\u306f\u3001\u56fd\u7523\u30e2\u30c7\u30eb\u306e\u63a1\u7528\u304c\u52b9\u679c\u7684\u3067\u3059\u3002\u306a\u304a\u3001PLaMo 3.0 Prime\u306f\u30aa\u30fc\u30d7\u30f3\u30a6\u30a7\u30a4\u30c8\u30e2\u30c7\u30eb\u3067\u306f\u306a\u304f\u3001API\u63d0\u4f9b\u307e\u305f\u306f\u30aa\u30f3\u30d7\u30ec\u30df\u30b9\u5951\u7d04\u3067\u306e\u5229\u7528\u3068\u306a\u308b\u305f\u3081\u3001\u4ed6\u306e\u30e2\u30c7\u30eb\u3068\u306f\u30e9\u30a4\u30bb\u30f3\u30b9\u5f62\u614b\u304c\u7570\u306a\u308b\u70b9\u306b\u7559\u610f\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-19\">\u30e2\u30c7\u30eb\u9078\u5b9a\u6642\u306e\u5224\u65ad\u57fa\u6e96<\/h3>\n\n\n\n<p>\u30aa\u30f3\u30d7\u30ec\u30df\u30b9LLM\u306e\u30e2\u30c7\u30eb\u9078\u5b9a\u3067\u306f\u3001\u4ee5\u4e0b\u306e4\u3064\u306e\u5224\u65ad\u57fa\u6e96\u3092\u7dcf\u5408\u7684\u306b\u8a55\u4fa1\u3057\u307e\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u30d1\u30e9\u30e1\u30fc\u30bf\u6570\u3068VRAM\u8981\u4ef6: 7\u301c8B\u30e2\u30c7\u30eb\u306f16GB\u7a0b\u5ea6\u300113\u301c32B\u30e2\u30c7\u30eb\u306f24\u301c64GB\u300170B\u30e2\u30c7\u30eb\u306f140GB\u4ee5\u4e0a\u306eVRAM\u304c\u76ee\u5b89\uff08\u3044\u305a\u308c\u3082FP16\u57fa\u6e96\uff09\u3002\u91cf\u5b50\u5316\uff084bit\/8bit\uff09\u3092\u9069\u7528\u3059\u308c\u3070\u3001\u5fc5\u8981VRAM\u91cf\u3092\u5927\u5e45\u306b\u524a\u6e1b\u53ef\u80fd<\/li>\n\n\n\n<li>\u65e5\u672c\u8a9e\u6027\u80fd: \u65e5\u672c\u8a9e\u30d9\u30f3\u30c1\u30de\u30fc\u30af\uff08JGLUE\u3001llm-jp-eval\u3001Nejumi Leaderboard\u7b49\uff09\u306e\u30b9\u30b3\u30a2\u3092\u78ba\u8a8d\u3057\u3001\u81ea\u793e\u306e\u696d\u52d9\u8981\u4ef6\u306b\u5408\u81f4\u3059\u308b\u304b\u691c\u8a3c\u3059\u308b<\/li>\n\n\n\n<li>\u30e9\u30a4\u30bb\u30f3\u30b9: Apache 2.0\u3084MIT\u306f\u5546\u7528\u5229\u7528\u30fb\u6539\u5909\u30fb\u518d\u914d\u5e03\u304c\u81ea\u7531\u3002Llama 4 Community License\u306fMAU 7\u5104\u8d85\u3067Meta\u306e\u8ffd\u52a0\u8a31\u8afe\u304c\u5fc5\u8981\u306a\u307b\u304b\u3001\u30de\u30eb\u30c1\u30e2\u30fc\u30c0\u30eb\u30e2\u30c7\u30eb\u306fEU\u57df\u5185\u306e\u6cd5\u4eba\u30fb\u500b\u4eba\u306b\u3088\u308b\u5229\u7528\u30fb\u518d\u914d\u5e03\u304c\u7981\u6b62\u3055\u308c\u3066\u3044\u308b\u305f\u3081\u3001\u5229\u7528\u898f\u6a21\u3068\u62e0\u70b9\u306b\u5fdc\u3058\u305f\u78ba\u8a8d\u304c\u5fc5\u8981<\/li>\n\n\n\n<li>\u91cf\u5b50\u5316\u624b\u6cd5\u3068\u914d\u5e03\u5f62\u5f0f: GPTQ\u30fbAWQ\u306a\u3069\u306eINT4\u7cfb\u3084FP8\u306b\u52a0\u3048\u3001Blackwell\u4e16\u4ee3\u3067\u306fNVFP4\/MXFP4\u304c\u5229\u7528\u53ef\u80fd\u3002\u914d\u5e03\u5f62\u5f0f\u306fGGUF\uff08Ollama\/llama.cpp\u5411\u3051\uff09\u304c\u5e83\u304f\u666e\u53ca\u3057\u3066\u304a\u308a\u3001\u5229\u7528\u3059\u308b\u63a8\u8ad6\u30a8\u30f3\u30b8\u30f3\u306b\u5bfe\u5fdc\u3057\u305f\u7d44\u307f\u5408\u308f\u305b\u3092\u9078\u629e\u3059\u308b<\/li>\n<\/ul>\n\n\n\n<p>\u30e2\u30c7\u30eb\u9078\u5b9a\u306f\u4e00\u5ea6\u3067\u5b8c\u7d50\u3059\u308b\u3082\u306e\u3067\u306f\u306a\u304f\u3001PoC\u3067\u8907\u6570\u30e2\u30c7\u30eb\u3092\u6bd4\u8f03\u691c\u8a3c\u3057\u3001\u7cbe\u5ea6\u30fb\u901f\u5ea6\u30fb\u30b3\u30b9\u30c8\u306e\u30d0\u30e9\u30f3\u30b9\u304c\u6700\u3082\u512a\u308c\u305f\u30e2\u30c7\u30eb\u3092\u672c\u756a\u74b0\u5883\u306b\u63a1\u7528\u3059\u308b\u30a2\u30d7\u30ed\u30fc\u30c1\u304c\u52b9\u679c\u7684\u3067\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"i-20\">\u30aa\u30f3\u30d7\u30ec\u30df\u30b9LLM\u5c0e\u5165\u306b\u5fc5\u8981\u306a\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u30fb\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u8981\u4ef6<\/h2>\n\n\n\n<p>\u30aa\u30f3\u30d7\u30ec\u30df\u30b9LLM\u3092\u5b89\u5b9a\u7684\u306b\u904b\u7528\u3059\u308b\u306b\u306f\u3001<mark>GPU\u30fb\u30e1\u30e2\u30ea\u30fb\u30b9\u30c8\u30ec\u30fc\u30b8\u30fb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u306e\u5404\u8981\u7d20\u3092\u9069\u5207\u306b\u8a2d\u8a08<\/mark>\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\u5c0e\u5165\u76ee\u7684\u306e\u660e\u78ba\u5316\u3068\u3042\u308f\u305b\u3066\u3001\u5177\u4f53\u7684\u306a\u8981\u4ef6\u3092\u89e3\u8aac\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-21\">\u5fc5\u8981\u306a\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u30b9\u30da\u30c3\u30af\uff08GPU\u30fb\u30e1\u30e2\u30ea\uff09\u306e\u9078\u5b9a<\/h3>\n\n\n\n<p>\u30aa\u30f3\u30d7\u30ec\u30df\u30b9LLM\u306e\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u9078\u5b9a\u3067\u6700\u3082\u91cd\u8981\u306a\u8981\u7d20\u306f\u3001<mark>GPU\u306eVRAM\u5bb9\u91cf<\/mark>\u3067\u3059\u3002\u30e2\u30c7\u30eb\u306e\u30d1\u30e9\u30e1\u30fc\u30bf\u6570\u306b\u5fdc\u3058\u305f\u76ee\u5b89\u306f\u4ee5\u4e0b\u306e\u3068\u304a\u308a\u3067\u3059\u3002<\/p>\n\n\n<div id=\"id-58d1e85d-057e-4de5-8f74-f19ef2375da7\">\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><th>\u30e2\u30c7\u30eb\u898f\u6a21<\/th><th>\u5fc5\u8981VRAM\u76ee\u5b89\uff08FP16\uff09<\/th><th>\u91cf\u5b50\u5316\u6642\u306e\u76ee\u5b89\uff084bit\uff09<\/th><th>\u63a8\u5968GPU<\/th><\/tr><tr><td>7B\u301c8B<\/td><td>16GB<\/td><td>6\u301c8GB<\/td><td>L40S \/ RTX PRO\u7cfb<\/td><\/tr><tr><td>13B\u301c32B<\/td><td>24\u301c64GB<\/td><td>10\u301c20GB<\/td><td>A100 80GB \/ H100 80GB\uff0832B\u306eFP16\u306f48GB\u7d1a1\u57fa\u3067\u306f\u4e0d\u8db3\u3059\u308b\u5834\u5408\u3042\u308a\uff09<\/td><\/tr><tr><td>70B<\/td><td>140GB\u4ee5\u4e0a<\/td><td>40\u301c48GB<\/td><td>H100 80GB\u00d72 \/ H200 141GB<\/td><\/tr><tr><td>100B\u8d85<\/td><td>200GB\u4ee5\u4e0a<\/td><td>80GB\u4ee5\u4e0a<\/td><td>H100 80GB\u00d73\u4ee5\u4e0a \/ B200 \/ B300<\/td><\/tr><\/tbody><\/table><\/figure>\n<\/div>\n\n\n<p>\u203b\u4e0a\u8a18\u306f\u30e2\u30c7\u30eb\u91cd\u307f\u306e\u307f\u306e\u76ee\u5b89\u3067\u3059\u3002\u5b9f\u969b\u306b\u306f\u540c\u6642\u5b9f\u884c\u6570\u3068\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u9577\u306b\u6bd4\u4f8b\u3057\u3066KV\u30ad\u30e3\u30c3\u30b7\u30e5\u304c\u5fc5\u8981\u3068\u306a\u308b\u305f\u3081\u3001\u60f3\u5b9a\u540c\u6642\u30a2\u30af\u30bb\u30b9\u6570\u3092\u52a0\u5473\u3057\u30662\u301c3\u5272\u306e\u4f59\u88d5\u3092\u898b\u8fbc\u3093\u3067\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n<p>2026\u5e74\u6642\u70b9\u306e\u63a8\u5968GPU\u3068\u3057\u3066\u306f\u3001NVIDIA H100\uff0880GB HBM3\uff09\u3084H200\uff08141GB HBM3e\uff09\u304c\u4f01\u696d\u5411\u3051\u306e\u6a19\u6e96\u7684\u306a\u9078\u629e\u80a2\u3067\u3059\u3002Blackwell\u4e16\u4ee3\u306eB200\uff08192GB HBM3e\uff09\u3084Blackwell Ultra\u4e16\u4ee3\u306eB300\uff08288GB HBM3e\uff09\u306f\u3001\u3088\u308a\u5927\u898f\u6a21\u306a\u30e2\u30c7\u30eb\u306e\u904b\u7528\u3084\u8907\u6570\u30e2\u30c7\u30eb\u306e\u540c\u6642\u7a3c\u50cd\u306b\u9069\u3057\u3066\u304a\u308a\u3001\u5f8c\u7d99\u306eRubin\u4e16\u4ee3\u3082\u63a7\u3048\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u30b3\u30b9\u30c8\u3092\u6291\u3048\u305f\u3044\u5834\u5408\u306f\u3001L40S\uff0848GB GDDR6\u3001ECC\u5bfe\u5fdc\uff09\u3082\u63a8\u8ad6\u7528\u9014\u3067\u306f\u5341\u5206\u306a\u6027\u80fd\u3092\u767a\u63ee\u3057\u307e\u3059\u3002\u306a\u304a\u3001GeForce\u7cfbGPU\u306f\u30c9\u30e9\u30a4\u30d0\u306eEULA\u3067\u30c7\u30fc\u30bf\u30bb\u30f3\u30bf\u30fc\u3078\u306e\u5c0e\u5165\u304c\u7981\u6b62\u3055\u308c\u3066\u3044\u308b\u305f\u3081\u3001\u4f01\u696d\u306e\u30b5\u30fc\u30d0\u30fc\u7528\u9014\u306b\u306fL40S\u3084A100\/H100\u306a\u3069\u306e\u30d7\u30ed\u30d5\u30a7\u30c3\u30b7\u30e7\u30ca\u30eb\u5411\u3051GPU\u3092\u9078\u5b9a\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n<p>GPU\u4ee5\u5916\u306b\u3082\u3001\u30b7\u30b9\u30c6\u30e0\u30e1\u30e2\u30ea\uff08RAM\uff09\u306f\u6700\u4f4e64GB\u3001\u63a8\u5968128GB\u4ee5\u4e0a\u3092\u78ba\u4fdd\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u30b9\u30c8\u30ec\u30fc\u30b8\u306f\u30e2\u30c7\u30eb\u30d5\u30a1\u30a4\u30eb\u306e\u4fdd\u5b58\u306bNVMe SSD\u3092\u63a8\u5968\u3057\u307e\u3059\u300270B\u30e2\u30c7\u30eb\u306e\u91cf\u5b50\u5316\u30d5\u30a1\u30a4\u30eb\u3067\u308230\u301c40GB\u7a0b\u5ea6\u306e\u5bb9\u91cf\u304c\u5fc5\u8981\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u307e\u305f\u3001GPU\u306e\u767a\u71b1\u306b\u5bfe\u5fdc\u3059\u308b\u51b7\u5374\u8a2d\u8a08\u3068\u3001\u5b89\u5b9a\u3057\u305f\u96fb\u529b\u4f9b\u7d66\u306e\u78ba\u4fdd\u3082\u898b\u843d\u3068\u3057\u304c\u3061\u306a\u91cd\u8981\u8981\u7d20\u3067\u3059\u3002NVIDIA H100\u306f1\u57fa\u3042\u305f\u308a\u6700\u5927700W\u3001B200\u306f\u7a7a\u51b7\u69cb\u6210\u30671,000W\u3001\u6db2\u51b7\u3092\u524d\u63d0\u3068\u3059\u308bGB200\u69cb\u6210\u3067\u306f1,200W\u306b\u9054\u3059\u308b\u305f\u3081\u3001UPS\uff08\u7121\u505c\u96fb\u96fb\u6e90\u88c5\u7f6e\uff09\u3068\u9069\u5207\u306a\u7a7a\u8abf\u8a2d\u8a08\u304c\u4e0d\u53ef\u6b20\u3067\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-22\">\u5c0e\u5165\u76ee\u7684\u3068\u5177\u4f53\u7684\u306a\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9\u306e\u660e\u78ba\u5316<\/h3>\n\n\n\n<p>\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u306e\u9078\u5b9a\u306b\u5148\u7acb\u3061\u3001<mark>\u5c0e\u5165\u76ee\u7684\u3068\u60f3\u5b9a\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9\u3092\u660e\u78ba\u306b\u3059\u308b<\/mark>\u3053\u3068\u304c\u3001\u904e\u5270\u6295\u8cc7\u3084\u6027\u80fd\u4e0d\u8db3\u3092\u9632\u3050\u305f\u3081\u306b\u4e0d\u53ef\u6b20\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u300c\u793e\u5185\u6587\u66f8\u306e\u8981\u7d04\u30fb\u691c\u7d22\u300d\u300c\u30b3\u30fc\u30c9\u751f\u6210\u652f\u63f4\u300d\u300c\u9867\u5ba2\u5bfe\u5fdc\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u300d\u306a\u3069\u3001\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9\u306b\u3088\u3063\u3066\u5fc5\u8981\u306a\u30e2\u30c7\u30eb\u898f\u6a21\u3084\u5fdc\u7b54\u901f\u5ea6\u306e\u8981\u4ef6\u306f\u5927\u304d\u304f\u7570\u306a\u308a\u307e\u3059\u3002\u305f\u3068\u3048\u3070\u3001\u793e\u5185FAQ\u306e\u56de\u7b54\u751f\u6210\u3067\u3042\u308c\u30707\u301c8B\u30af\u30e9\u30b9\u306e\u30e2\u30c7\u30eb\u3067\u5341\u5206\u306a\u7cbe\u5ea6\u304c\u5f97\u3089\u308c\u308b\u30b1\u30fc\u30b9\u304c\u591a\u3044\u4e00\u65b9\u3001\u8907\u96d1\u306a\u6280\u8853\u6587\u66f8\u306e\u5206\u6790\u3084\u591a\u8a00\u8a9e\u5bfe\u5fdc\u304c\u6c42\u3081\u3089\u308c\u308b\u5834\u5408\u306f70B\u4ee5\u4e0a\u306e\u30e2\u30c7\u30eb\u304c\u5fc5\u8981\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u307e\u305a\u306f<a href=\"https:\/\/japan-ai.co.jp\/media\/6798\/\">PoC\uff08\u6982\u5ff5\u5b9f\u8a3c\uff09<\/a>\u3068\u3057\u3066\u3001SLM\u3084AI PC\u3092\u6d3b\u7528\u3057\u305f\u5c0f\u898f\u6a21\u306a\u691c\u8a3c\u304b\u3089\u59cb\u3081\u308b\u3053\u3068\u3092\u63a8\u5968\u3057\u307e\u3059\u3002Ollama\u3092\u4f7f\u3048\u3070\u3001\u500b\u4eba\u306ePC\u3084\u30ef\u30fc\u30af\u30b9\u30c6\u30fc\u30b7\u30e7\u30f3\u4e0a\u3067\u624b\u8efd\u306b\u30e2\u30c7\u30eb\u306e\u52d5\u4f5c\u691c\u8a3c\u304c\u53ef\u80fd\u3067\u3059\u3002PoC\u3067\u52b9\u679c\u3092\u78ba\u8a8d\u3057\u305f\u3046\u3048\u3067\u3001\u672c\u756a\u74b0\u5883\u306e\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u8981\u4ef6\u3092\u78ba\u5b9a\u3057\u3001\u6bb5\u968e\u7684\u306b\u6295\u8cc7\u3092\u62e1\u5927\u3059\u308b\u30a2\u30d7\u30ed\u30fc\u30c1\u304c\u3001\u30ea\u30b9\u30af\u3092\u6700\u5c0f\u5316\u3057\u306a\u304c\u3089\u78ba\u5b9f\u306b\u6210\u679c\u3092\u51fa\u3059\u65b9\u6cd5\u3067\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"i-23\">\u30aa\u30f3\u30d7\u30ec\u30df\u30b9LLM\u306e\u69cb\u7bc9\u30fb\u5c0e\u5165\u624b\u9806<\/h2>\n\n\n\n<p>\u30aa\u30f3\u30d7\u30ec\u30df\u30b9LLM\u306e\u69cb\u7bc9\u306f\u3001<mark>\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u306e\u30bb\u30c3\u30c8\u30a2\u30c3\u30d7\u304b\u3089\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u9023\u643a\u307e\u3067\u30014\u3064\u306e\u30b9\u30c6\u30c3\u30d7<\/mark>\u3067\u9032\u3081\u307e\u3059\u3002\u5404\u30b9\u30c6\u30c3\u30d7\u306e\u5177\u4f53\u7684\u306a\u4f5c\u696d\u5185\u5bb9\u3092\u89e3\u8aac\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-24\">\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u74b0\u5883\u306e\u30bb\u30c3\u30c8\u30a2\u30c3\u30d7<\/h3>\n\n\n\n<p>\u6700\u521d\u306e\u30b9\u30c6\u30c3\u30d7\u306f\u3001GPU\u30b5\u30fc\u30d0\u30fc\u306e\u8abf\u9054\u30fb\u8a2d\u7f6e\u3068\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u74b0\u5883\u306e\u69cb\u7bc9\u3067\u3059\u3002<\/p>\n\n\n\n<p>GPU\u30b5\u30fc\u30d0\u30fc\u3092\u81ea\u793e\u306e\u30b5\u30fc\u30d0\u30fc\u30eb\u30fc\u30e0\u307e\u305f\u306f\u30c7\u30fc\u30bf\u30bb\u30f3\u30bf\u30fc\u306b\u8a2d\u7f6e\u3057\u3001\u96fb\u529b\u4f9b\u7d66\u3068\u51b7\u5374\u8a2d\u5099\u3092\u78ba\u4fdd\u3057\u307e\u3059\u3002NVIDIA H100\u306f1\u57fa\u3042\u305f\u308a\u6700\u5927700W\u3001B200\u306f\u7a7a\u51b7\u69cb\u6210\u30671,000W\u306e\u6d88\u8cbb\u96fb\u529b\u306b\u9054\u3059\u308b\u305f\u3081\u3001UPS\uff08\u7121\u505c\u96fb\u96fb\u6e90\u88c5\u7f6e\uff09\u306b\u3088\u308b\u5b89\u5b9a\u3057\u305f\u96fb\u529b\u4f9b\u7d66\u3068\u3001\u9069\u5207\u306a\u7a7a\u8abf\u8a2d\u8a08\u304c\u5fc5\u8981\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u69cb\u6210\u3067\u306f\u3001\u63a8\u8ad6\u30b5\u30fc\u30d0\u30fc\u3068\u793e\u5185\u30b7\u30b9\u30c6\u30e0\u3092\u63a5\u7d9a\u3059\u308bLAN\u306e\u5e2f\u57df\u8a2d\u8a08\u3092\u884c\u3044\u307e\u3059\u3002\u8907\u6570GPU\u3092\u642d\u8f09\u3059\u308b\u30b5\u30fc\u30d0\u30fc\u9593\u306e\u901a\u4fe1\u306b\u306f\u3001NVLink\/NVSwitch\u3084InfiniBand\u306a\u3069\u306e\u9ad8\u901f\u30a4\u30f3\u30bf\u30fc\u30b3\u30cd\u30af\u30c8\u304c\u63a8\u5968\u3055\u308c\u307e\u3059\u3002\u9589\u57df\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u74b0\u5883\u3067\u904b\u7528\u3059\u308b\u5834\u5408\u306f\u3001\u5916\u90e8\u63a5\u7d9a\u3092\u906e\u65ad\u3057\u305f\u72b6\u614b\u3067\u306e\u30bb\u30c3\u30c8\u30a2\u30c3\u30d7\u624b\u9806\u3092\u4e8b\u524d\u306b\u78ba\u8a8d\u3057\u3066\u304a\u304d\u307e\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-25\">LLM\u30e2\u30c7\u30eb\u306e\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3068\u914d\u7f6e<\/h3>\n\n\n\n<p>\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u74b0\u5883\u304c\u6574\u3063\u305f\u3089\u3001\u5229\u7528\u3059\u308bLLM\u30e2\u30c7\u30eb\u3092\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3057\u3001\u30b5\u30fc\u30d0\u30fc\u4e0a\u306b\u914d\u7f6e\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u516c\u958bLLM\u306e\u591a\u304f\u306f\u3001Hugging Face\u306e\u30e2\u30c7\u30eb\u30cf\u30d6\u304b\u3089\u53d6\u5f97\u3067\u304d\u307e\u3059\u3002Ollama\u3092\u5229\u7528\u3059\u308b\u5834\u5408\u306f\u3001\u30b3\u30de\u30f3\u30c91\u3064\u3067\u30e2\u30c7\u30eb\u306e\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u304b\u3089\u914d\u7f6e\u307e\u3067\u304c\u5b8c\u4e86\u3057\u307e\u3059\u3002\u91cf\u5b50\u5316\u30e2\u30c7\u30eb\uff08GGUF\u5f62\u5f0f\u306a\u3069\uff09\u3092\u9078\u629e\u3059\u308c\u3070\u3001\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u30b5\u30a4\u30ba\u3068VRAM\u4f7f\u7528\u91cf\u3092\u5927\u5e45\u306b\u524a\u6e1b\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u9589\u57df\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u74b0\u5883\u3067\u306f\u3001\u30a4\u30f3\u30bf\u30fc\u30cd\u30c3\u30c8\u306b\u63a5\u7d9a\u53ef\u80fd\u306a\u7aef\u672b\u3067\u30e2\u30c7\u30eb\u30d5\u30a1\u30a4\u30eb\u3092\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3057\u3001USB\u30b9\u30c8\u30ec\u30fc\u30b8\u3084\u793e\u5185\u30d5\u30a1\u30a4\u30eb\u30b5\u30fc\u30d0\u30fc\u3092\u7d4c\u7531\u3057\u3066\u30aa\u30d5\u30e9\u30a4\u30f3\u3067\u8ee2\u9001\u3059\u308b\u65b9\u6cd5\u304c\u4e00\u822c\u7684\u3067\u3059\u3002\u30e2\u30c7\u30eb\u30d5\u30a1\u30a4\u30eb\u306e\u30cf\u30c3\u30b7\u30e5\u5024\u3092\u691c\u8a3c\u3057\u3001\u6539\u3056\u3093\u304c\u306a\u3044\u3053\u3068\u3092\u78ba\u8a8d\u3059\u308b\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u624b\u9806\u3082\u5fd8\u308c\u305a\u306b\u5b9f\u65bd\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-26\">\u63a8\u8ad6\u30b5\u30fc\u30d0\u30fc\u306e\u69cb\u7bc9\u3068API\u8a2d\u5b9a<\/h3>\n\n\n\n<p>\u30e2\u30c7\u30eb\u306e\u914d\u7f6e\u304c\u5b8c\u4e86\u3057\u305f\u3089\u3001\u63a8\u8ad6\u30a8\u30f3\u30b8\u30f3\u3092\u69cb\u7bc9\u3057\u3001\u793e\u5185\u30b7\u30b9\u30c6\u30e0\u304b\u3089\u30a2\u30af\u30bb\u30b9\u3059\u308b\u305f\u3081\u306eAPI\u3092\u8a2d\u5b9a\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>2026\u5e74\u6642\u70b9\u3067\u5e83\u304f\u5229\u7528\u3055\u308c\u3066\u3044\u308b\u63a8\u8ad6\u30a8\u30f3\u30b8\u30f3\u306f\u4ee5\u4e0b\u306e\u3068\u304a\u308a\u3067\u3059\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Ollama: \u30bb\u30c3\u30c8\u30a2\u30c3\u30d7\u304c\u7c21\u5358\u3067\u3001\u500b\u4eba\u691c\u8a3c\u304b\u3089\u5c0f\u898f\u6a21\u904b\u7528\u307e\u3067\u5e45\u5e83\u304f\u5bfe\u5fdc\u3002GGUF\u5f62\u5f0f\u306e\u30e2\u30c7\u30eb\u306b\u5bfe\u5fdc\u3002\u305f\u3060\u3057\u9ad8\u540c\u6642\u5b9f\u884c\u306e\u672c\u756a\u904b\u7528\u306b\u306fvLLM\u7b49\u3078\u306e\u79fb\u884c\u304c\u524d\u63d0<\/li>\n\n\n\n<li>vLLM: PagedAttention\u306b\u3088\u308b\u9ad8\u52b9\u7387\u306a\u30e1\u30e2\u30ea\u7ba1\u7406\u3067\u3001\u9ad8\u30b9\u30eb\u30fc\u30d7\u30c3\u30c8\u306e\u63a8\u8ad6\u3092\u5b9f\u73fe\u3002\u672c\u756a\u74b0\u5883\u3067\u306e\u5927\u898f\u6a21\u904b\u7528\u306b\u9069\u3059\u308b<\/li>\n\n\n\n<li>SGLang: RadixAttention\u306b\u3088\u308bKV\u30ad\u30e3\u30c3\u30b7\u30e5\u306e\u52b9\u7387\u7684\u306a\u518d\u5229\u7528\u3067\u9ad8\u30b9\u30eb\u30fc\u30d7\u30c3\u30c8\u3092\u5b9f\u73fe\u3002vLLM\u3068\u4e26\u3076\u672c\u756a\u5411\u3051\u9078\u629e\u80a2<\/li>\n\n\n\n<li>NVIDIA NIM: NVIDIA\u304c\u63d0\u4f9b\u3059\u308b\u30b3\u30f3\u30c6\u30ca\u5316\u3055\u308c\u305f\u63a8\u8ad6\u30de\u30a4\u30af\u30ed\u30b5\u30fc\u30d3\u30b9\u3002TensorRT-LLM\u30d9\u30fc\u30b9\u3067\u6700\u9069\u5316\u3055\u308c\u305f\u9ad8\u901f\u63a8\u8ad6\u304c\u53ef\u80fd<\/li>\n<\/ul>\n\n\n\n<p>\u3044\u305a\u308c\u306e\u63a8\u8ad6\u30a8\u30f3\u30b8\u30f3\u3082OpenAI\u4e92\u63db\u306eREST API\u3092\u63d0\u4f9b\u3057\u3066\u304a\u308a\u3001\u65e2\u5b58\u306e\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u304b\u3089\u306e\u79fb\u884c\u304c\u5bb9\u6613\u3067\u3059\u3002\u672c\u756a\u74b0\u5883\u3067\u306f\u3001TLS\u6697\u53f7\u5316\u3084API\u30ad\u30fc\u8a8d\u8a3c\u3092\u8a2d\u5b9a\u3057\u3001\u4e0d\u6b63\u30a2\u30af\u30bb\u30b9\u3092\u9632\u6b62\u3059\u308b\u5bfe\u7b56\u3092\u8b1b\u3058\u307e\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-27\">\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3068\u306e\u9023\u643a\u3068\u30c6\u30b9\u30c8<\/h3>\n\n\n\n<p>\u63a8\u8ad6\u30b5\u30fc\u30d0\u30fc\u306eAPI\u304c\u7a3c\u50cd\u3057\u305f\u3089\u3001\u793e\u5185\u30b7\u30b9\u30c6\u30e0\u3084\u30c1\u30e3\u30c3\u30c8UI\u3068\u306e\u9023\u643a\u3092\u884c\u3044\u3001\u52d5\u4f5c\u30c6\u30b9\u30c8\u3092\u5b9f\u65bd\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u30c1\u30e3\u30c3\u30c8\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9\u3068\u3057\u3066\u306f\u3001Open WebUI\u304c\u5e83\u304f\u5229\u7528\u3055\u308c\u3066\u3044\u307e\u3059\u3002Docker\u30b3\u30f3\u30c6\u30ca\u3068\u3057\u3066\u7c21\u5358\u306b\u30c7\u30d7\u30ed\u30a4\u3067\u304d\u3001\u8907\u6570\u30e2\u30c7\u30eb\u306e\u5207\u308a\u66ff\u3048\u3084RAG\u9023\u643a\u306b\u3082\u5bfe\u5fdc\u3057\u3066\u3044\u307e\u3059\u3002\u305f\u3060\u3057\u3001Open WebUI\u306fv0.6.6\u4ee5\u964d\u3001\u30d6\u30e9\u30f3\u30c7\u30a3\u30f3\u30b0\u4fdd\u6301\u6761\u9805\u3092\u542b\u3080\u72ec\u81ea\u30e9\u30a4\u30bb\u30f3\u30b9\u306b\u5909\u66f4\u3055\u308c\u3066\u304a\u308a\u300150\u30e6\u30fc\u30b6\u30fc\u3092\u8d85\u3048\u308b\u898f\u6a21\u3067\u8868\u793a\u3092\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3059\u308b\u5834\u5408\u306f\u4f01\u696d\u30e9\u30a4\u30bb\u30f3\u30b9\u306e\u53d6\u5f97\u304c\u5fc5\u8981\u3067\u3059\u3002\u5c0e\u5165\u524d\u306b\u30e9\u30a4\u30bb\u30f3\u30b9\u6761\u4ef6\u3092\u78ba\u8a8d\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n<p>\u793e\u5185\u306eSlack\u3084Microsoft Teams\u3068\u9023\u643a\u3059\u308b\u30dc\u30c3\u30c8\u3092\u69cb\u7bc9\u3059\u308c\u3070\u3001\u793e\u54e1\u304c\u65e5\u5e38\u7684\u306b\u5229\u7528\u3059\u308b\u30c4\u30fc\u30eb\u4e0a\u304b\u3089LLM\u306b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u308b\u74b0\u5883\u3092\u6574\u5099\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u9023\u643a\u5f8c\u306f\u3001\u5fdc\u7b54\u7cbe\u5ea6\u306e\u691c\u8a3c\u3001\u8ca0\u8377\u30c6\u30b9\u30c8\u3001\u30ec\u30a4\u30c6\u30f3\u30b7\u306e\u8a08\u6e2c\u3092\u5b9f\u65bd\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u60f3\u5b9a\u3055\u308c\u308b\u540c\u6642\u30a2\u30af\u30bb\u30b9\u6570\u3067\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u78ba\u8a8d\u3057\u3001\u5fc5\u8981\u306b\u5fdc\u3058\u3066GPU\u306e\u5897\u8a2d\u3084\u30d0\u30c3\u30c1\u30b5\u30a4\u30ba\u306e\u8abf\u6574\u3092\u884c\u3044\u307e\u3059\u3002\u672c\u756a\u904b\u7528\u958b\u59cb\u524d\u306b\u3001\u9577\u6587\u5165\u529b\u3084\u591a\u8a00\u8a9e\u6df7\u5728\u3001\u4e0d\u9069\u5207\u306a\u5165\u529b\u306a\u3069\u306e\u30a8\u30c3\u30b8\u30b1\u30fc\u30b9\u3078\u306e\u5bfe\u5fdc\u3082\u691c\u8a3c\u3057\u3066\u304a\u304f\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"i-28\">\u30aa\u30f3\u30d7\u30ec\u30df\u30b9LLM\u3092\u5c0e\u5165\u3059\u308b\u969b\u306e\u6ce8\u610f\u70b9<\/h2>\n\n\n\n<p>\u30aa\u30f3\u30d7\u30ec\u30df\u30b9LLM\u306e\u5c0e\u5165\u306b\u3042\u305f\u3063\u3066\u306f\u3001\u6280\u8853\u7684\u306a\u69cb\u7bc9\u3060\u3051\u3067\u306a\u304f\u3001<mark>\u30c7\u30fc\u30bf\u30ac\u30d0\u30ca\u30f3\u30b9\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u5bfe\u7b56\u3001\u904b\u7528\u4f53\u5236<\/mark>\u306e3\u3064\u306e\u89b3\u70b9\u3067\u6ce8\u610f\u3059\u3079\u304d\u70b9\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" 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class=\"wp-block-heading\" 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href=\"https:\/\/www.soumu.go.jp\/menu_news\/s-news\/01cyber01_02000001_00282.html\" rel=\"nofollow\">\u7dcf\u52d9\u7701\u300cAI\u306e\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u78ba\u4fdd\u306e\u305f\u3081\u306e\u6280\u8853\u7684\u5bfe\u7b56\u306b\u4fc2\u308b\u30ac\u30a4\u30c9\u30e9\u30a4\u30f3\u300d<\/a><\/p>\n\n\n\n<h3 class=\"wp-block-heading\" 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